From 8e67bf1999fb601c3718027ba2e8bbdc8ec6bb38 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Thu, 4 Jul 2024 22:50:26 -0400 Subject: [PATCH 01/33] generalize NMrelate to SIGMA and OMEGA - more to be done --- devel/NMrelate.R | 34 +++++++++++++++++++++++++++------- 1 file changed, 27 insertions(+), 7 deletions(-) diff --git a/devel/NMrelate.R b/devel/NMrelate.R index b6d6feb2..fac00098 100644 --- a/devel/NMrelate.R +++ b/devel/NMrelate.R @@ -3,25 +3,45 @@ NMrelate <- function(file.mod,type="eta"){ type <- toupper(type) str.regex <- switch(type, ETA="[^H]ETA" - ,THETA="THETA") - lines <- c(NMreadSection(file.mod,section="PRED",keep.comments=FALSE), - NMreadSection(file.mod,section="PK",keep.comments=FALSE)) + ,THETA="THETA" + ,SIGMA="SIGMA") - + if(type%in%cc(ETA,THETA)){ + lines <- c(NMreadSection(file.mod,section="PRED",keep.comments=FALSE), + NMreadSection(file.mod,section="PK",keep.comments=FALSE) + ) + } + if(type=="SIGMA"){ + lines <- NMreadSection(file.mod,section="ERROR",keep.comments=FALSE) + } + + + + dt.code <- data.table(line.eta = lines[grepl(str.regex,lines)]) ## remove spaces dt.code[,line2:=gsub(" ","",line.eta)] + ## eta, theta + if(type%in%cc(ETA,THETA)){ dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*)\\)"),"\\1",text.eta))] + } + ## sigma + if(type=="SIGMA"){ + dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\([0-9]+,[0-9]+\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + + dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\1",text.eta))] + dt.code[,j:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\2",text.eta))] + } + dt.code[,LHS:=sub("(.*)=.*","\\1",line2)] dt.code.eta <- dt.code[,.(label=paste(unique(LHS),collapse=", "), - code=paste(line2,collapse=", ") - ),by=.(i,LHS)] + code=paste(line2,collapse=", ") + ),by=.(i,LHS)] ## if a LHS is affected by multiple ETAs we number them dt.code.eta[,nrep.LHS:=.N,by=.(LHS)] From a003c1621bf22f7505f6dcf43c7c4743bf6d97d4 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Fri, 5 Jul 2024 21:26:13 -0400 Subject: [PATCH 02/33] 2nd approach to fetching pars --- R/NMreadParsText.R | 6 ++++++ devel/todo.org | 12 ++++++++++-- 2 files changed, 16 insertions(+), 2 deletions(-) diff --git a/R/NMreadParsText.R b/R/NMreadParsText.R index 440ce6df..9b015d20 100644 --- a/R/NMreadParsText.R +++ b/R/NMreadParsText.R @@ -129,6 +129,9 @@ NMreadParsText <- function(file,fields,fields.omega=fields, split.fields <- function(fields){ +## split.fields splits the fields format string into the splitters and the variable names + + ## number of fields defined in fields ## paste0(".*",paste(chars.to.extract,collapse=").*("),".*") @@ -211,6 +214,9 @@ NMreadParsText <- function(file,fields,fields.omega=fields, omegas } + + + if(length(file)>1) return(rbindlist(lapply(file,NMreadParsText, fields=fields, fields.omega=fields.omega, diff --git a/devel/todo.org b/devel/todo.org index 35fb8db1..11c67d67 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -69,8 +69,10 @@ if(any(nmdat[,sapply(.SD,function(x)any(grepl(",",x))),.SDcols=cnames.fac])) sto *** TODO [#B] function to add variables to $TABLE :newFunction: **** Which $TABLE to add to? -*** TODO [#C] NMfreezeModels :newFunction: +*** CANCELLED NMfreezeModels :newFunction: Remember to add chmod and describe that only a flat dir structure is supported so far + + Since NMexec archives input data, this is no longer necessary *** DONE function to replace file name extension - fnExtension *** DONE summary.NMdata *** DONE Summary of the columns - NMinfo @@ -119,6 +121,8 @@ Apply elementwise to fn. Must be same length as fn then. **** DONE fnExtension("run.lst","") should return run **** DONE fnExtension("run.lst") should return lst **** DONE Make internal in tracee +*** getArgs +**** TODO [#A] Make sure functions that use it can work with lapply *** NMcheckColNames **** return input column names and Nonmem interpretation for user to spot errors **** Bad name, what could we call it? @@ -414,8 +418,9 @@ issued. Once done, NMgetSection must be updated as well. **** TODO [#A] Multi-char delimters do not work like ; 1; CL ; [mL/h] in which case "; [" is a delimiter -**** TODO [#A] Empty fields makes it break +**** TODO [#A] Empty fields make it break Like ;1;CL;;;mL/h +**** TODO [#B] Handle SAME *** NMscanInput **** DONE applyFilters -> apply.filters **** DONE Bug: Error when ID not in data but var=ID in $INPUT @@ -516,6 +521,9 @@ xgxr028.mod created and it works **** TODO [#B] Integrate the reduction into one table from NMscanData **** DONE Lastonly does the same as firstonly *** NMscanData +**** TODO [#A] prioritize input by default +prefer.output option. TRUE is generally prefer output (current +behviour), variable.names when being specefic. **** TODO [#A] EXCLUDE_BY option is not suported in $TABLE if using merge_by_row=FALSE **** DONE Rename TABLENO to NMREP **** DONE Deprecate tab.count From b4e4df44630e9ae53d17a2f9f567daae2c857da6 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Fri, 5 Jul 2024 23:14:38 -0400 Subject: [PATCH 03/33] adding new approach --- R/NMreadParsText2.R | 425 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 425 insertions(+) create mode 100644 R/NMreadParsText2.R diff --git a/R/NMreadParsText2.R b/R/NMreadParsText2.R new file mode 100644 index 00000000..b936c49d --- /dev/null +++ b/R/NMreadParsText2.R @@ -0,0 +1,425 @@ +### getParLines +getParLines <- function(file,section){ + + ## get theta comments +### due to a bug in NMreadSection in NMdata 0.1.3 we need to run this in two steps with keep.comments=TRUE and then remove comments lines + lines.thetas <- NMreadSection(file=file,section=section,keep.name=FALSE,keep.empty=FALSE,keep.comments=TRUE) + + lines.thetas <- sub(pattern="^ *;.*$",replacement="",x=lines.thetas) + ## these will confuse in omega/sigma sections with the current method. For those, numbering has to be done if off-diag elements are defined. + lines.thetas <- gsub("BLOCK(.+)","",lines.thetas) + lines.thetas <- lines.thetas[!grepl("^ *$",lines.thetas)] + lines.thetas +} +### getParTab +getParTab <- function(input, fields) { + + ## Create a pattern from the fields string + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + pattern <- paste0("^", pattern, "$") + + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Match the input string against the pattern + matches <- regexec(pattern, input) + matched <- regmatches(input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) + + partial_matches <- regexec(partial_pattern, input) + partial_matched <- regmatches(input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) +} + + +getParTab2 <- function(input, fields) { + + # Create a pattern from the fields string + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + pattern <- paste0("^", pattern, "$") + + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Function to process a single input string + process_single_input <- function(single_input) { + # Match the input string against the pattern + matches <- regexec(pattern, single_input) + matched <- regmatches(single_input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) + + partial_matches <- regexec(partial_pattern, single_input) + partial_matched <- regmatches(single_input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) + } + + # Apply the process_single_input function to each element of the input vector + results <- lapply(input, process_single_input) + + return(results) +} + + +getParTab3 <- function(input, fields) { + + # Create a pattern from the fields string + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + pattern <- paste0("^", pattern, "$") + + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Function to process a single input string + process_single_input <- function(single_input) { + # Remove leading and trailing whitespace + single_input <- trimws(single_input) + + # Match the input string against the pattern + matches <- regexec(pattern, single_input) + matched <- regmatches(single_input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) + + partial_matches <- regexec(partial_pattern, single_input) + partial_matched <- regmatches(single_input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) + } + + # Apply the process_single_input function to each element of the input vector + results <- lapply(input, process_single_input) + + return(results) +} + + +getParTab4 <- function(input, fields) { + + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Create a pattern from the fields string + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + # Escape all non-alphanumeric characters in the pattern + pattern <- gsub("([^a-zA-Z0-9%])", "\\\\\\1", pattern) + pattern <- paste0("^", pattern, "$") + + # Function to process a single input string + process_single_input <- function(single_input) { + # Remove leading and trailing whitespace + single_input <- trimws(single_input) + + # Match the input string against the pattern + matches <- regexec(pattern, single_input) + matched <- regmatches(single_input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) + + partial_matches <- regexec(partial_pattern, single_input) + partial_matched <- regmatches(single_input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) + } + + # Apply the process_single_input function to each element of the input vector + results <- lapply(input, process_single_input) + + return(results) +} + + +getParTab5 <- function(input, fields) { + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Create a pattern from the fields string by replacing variables with regex patterns + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + # Escape special characters in the pattern + pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", pattern) + + # Ensure the pattern matches the entire string + pattern <- paste0("^", pattern, "$") + + # Function to process a single input string + process_single_input <- function(single_input) { + # Remove leading and trailing whitespace + single_input <- trimws(single_input) + + # Match the input string against the pattern + matches <- regexec(pattern, single_input) + matched <- regmatches(single_input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) + + partial_matches <- regexec(partial_pattern, single_input) + partial_matched <- regmatches(single_input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) + } + + # Apply the process_single_input function to each element of the input vector + results <- lapply(input, process_single_input) + + return(results) +} + + +getParTab6 <- function(input, fields) { + + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Create a pattern from the fields string by replacing variables with regex patterns + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + # Escape special characters in the pattern + pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", pattern) + + # Ensure the pattern matches the entire string + pattern <- paste0("^", pattern, "$") + + # Function to process a single input string + process_single_input <- function(single_input) { + + # Remove leading and trailing whitespace + single_input <- trimws(single_input) + + # Match the input string against the pattern + matches <- regexec(pattern, single_input) + matched <- regmatches(single_input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) + + partial_matches <- regexec(partial_pattern, single_input) + partial_matched <- regmatches(single_input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) + } + + # Apply the process_single_input function to each element of the input vector + results <- lapply(input, process_single_input) + + return(results) +} + +getParTab7 <- function(input, fields) { + + # Extract the variable names from the fields string + var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) + var_names <- gsub("%", "", var_names) + + # Create a pattern from the fields string by replacing variables with regex patterns + pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) + # Escape special characters in the pattern + pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", pattern) + + # Ensure the pattern matches the entire string + pattern <- paste0("^", pattern, "$") + + # Function to process a single input string + process_single_input <- function(single_input) { + # Remove leading and trailing whitespace + single_input <- trimws(single_input) + + # Match the input string against the pattern + matches <- regexec(pattern, single_input) + matched <- regmatches(single_input, matches) + + # Check if there's a match + if (length(matched[[1]]) <= 1) { + # Try partial match by reducing the pattern incrementally + for (i in seq_along(var_names)) { + partial_fields <- paste0("%", var_names[1:i], collapse="; ") + partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", partial_fields) + partial_pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", partial_pattern) + partial_pattern <- paste0("^", partial_pattern, ".*$") + + partial_matches <- regexec(partial_pattern, single_input) + partial_matched <- regmatches(single_input, partial_matches) + if (length(partial_matched[[1]]) > 1) { + values <- partial_matched[[1]][-1] + result <- setNames(as.list(values), var_names[1:i]) + return(result) + } + } + warning("Input does not match the fields.") + return(NULL) + } + + # Extract the matched values + values <- matched[[1]][-1] + + # Create a named list with the variable names and values + result <- setNames(as.list(values), var_names) + + return(result) + } + + # Apply the process_single_input function to each element of the input vector + results <- lapply(input, process_single_input) + + return(results) +} + + + +if(F){ +### orpphaned from get.comments. This should come afer getParTab + thetas[,par.type:=toupper(section)] + if(use.theta.nums){ + thetas[,i:=num] + } else { + thetas[,i:=.I] + } +} + +######## test +## fileRef <- "~/wdirs/NMdata/tests/testthat/testReference/NMreadParText_02.rds" +file.mod <- "~/wdirs/NMdata/tests/testthat/testData/nonmem/xgxr032.mod" +NMdataConf(reset=T) +NMdataConf(as.fun="data.table") + +## res <- NMreadParsText(file.mod) +plines <- getParLines(file.mod,"THETA") +getParTab2(plines,fields="%init;%symbol;%num;%label;%unit") + + +paste("\"",paste(plines, collapse="\",\"") ,"\n\"") |> cat() + +input <- c( +" (.1) ; LTVKA", +" (3) ; LTVV2", +" (1) ; LTVCL", +" (4) ; LTVV3", +" (-1) ; LTVQ " +) +##input + +getParTab5(input,fields="%init; %symbol; %num; %label; %unit") + +fields_format <- "%init; %symbol; %num; %label; %unit" +getParTab6(input,fields=fields_format) +getParTab7(input,fields=fields_format) From 13e939602fe62450a4c00693be14b0cc4c2ebfd5 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sat, 6 Jul 2024 22:07:52 -0400 Subject: [PATCH 04/33] adding test --- tests/testthat/test_NMrelate.R | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 tests/testthat/test_NMrelate.R diff --git a/tests/testthat/test_NMrelate.R b/tests/testthat/test_NMrelate.R new file mode 100644 index 00000000..e2e449c7 --- /dev/null +++ b/tests/testthat/test_NMrelate.R @@ -0,0 +1,10 @@ +context("NMrelate") +source("../../devel/NMrelate.R") + +test_that("basic",{ + file.mod <- "testData/nonmem/xgxr032.mod" + + NMrelate(file.mod,type="eta") + NMrelate(file.mod,type="theta") + NMrelate(file.mod,type="sigma") +}) From 8b54dfcb2e8539d8b704575b633acb44ad28254b Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Wed, 10 Jul 2024 11:51:27 -0400 Subject: [PATCH 05/33] NMreadParText flexibility --- DESCRIPTION | 34 +- R/NMreadParsText.R | 293 +++++++----- R/NMreadParsText2.R | 425 ------------------ devel/todo.org | 61 +-- .../testReference/NMreadParText_05.rds | Bin 0 -> 281 bytes .../testReference/NMreadParText_06.rds | Bin 0 -> 656 bytes .../testthat/testReference/splitFields_01.rds | Bin 0 -> 124 bytes tests/testthat/test_NMreadParText.R | 113 ++++- 8 files changed, 348 insertions(+), 578 deletions(-) delete mode 100644 R/NMreadParsText2.R create mode 100644 tests/testthat/testReference/NMreadParText_05.rds create mode 100644 tests/testthat/testReference/NMreadParText_06.rds create mode 100644 tests/testthat/testReference/splitFields_01.rds diff --git a/DESCRIPTION b/DESCRIPTION index b7a45b79..86f4e2fd 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,10 +2,14 @@ Package: NMdata Type: Package Title: Preparation, Checking and Post-Processing Data for PK/PD Modeling Version: 0.1.6.901 -Authors@R: c(person("Philip", "Delff", email = "philip@delff.dk", role = c("aut", "cre")), - person("Eric", "Anderson", email = "andersone@metrumrg.com",role = c("ctb")), - person("Matthew","Fidler", role = c("ctb"), email = "matt.fidler@novartis.com") -) +Authors@R: + c(person(given="Philip", family="Delff", + email = "philip@delff.dk", + role = c("aut", "cre")), + person(given="Eric", family="Anderson", + email = "andersone@metrumrg.com", + role = c("ctb")), + person(given="Matthew",family="Fidler", role = c("ctb"), email = "matt.fidler@novartis.com")) Maintainer: Philip Delff Description: Efficient tools for preparation, checking and post-processing of data in PK/PD (pharmacokinetics/pharmacodynamics) modeling, with focus on use of Nonmem. Attention is paid to ensure consistency, traceability, and Nonmem compatibility of Data. Rigorously checks final Nonmem datasets. Implemented in 'data.table', but easily integrated with 'base' and 'tidyverse'. License: MIT + file LICENSE @@ -16,17 +20,17 @@ Imports: data.table, fst Suggests: - testthat, - knitr, - NMsim, - formatR, - mime, - rmarkdown, - ggplot2, - tibble, - covr, - htmltools, - spelling + testthat, + knitr, + NMsim, + formatR, + mime, + rmarkdown, + ggplot2, + tibble, + covr, + htmltools, + spelling Encoding: UTF-8 URL: https://philipdelff.github.io/NMdata/ BugReports: https://github.com/philipdelff/NMdata/issues diff --git a/R/NMreadParsText.R b/R/NMreadParsText.R index 9b015d20..82bbc23d 100644 --- a/R/NMreadParsText.R +++ b/R/NMreadParsText.R @@ -32,9 +32,11 @@ ##' @export -NMreadParsText <- function(file,fields,fields.omega=fields, +NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=format.omega, + fields,fields.omega=fields, fields.sigma=fields.omega, - use.theta.nums=FALSE,spaces.split=FALSE,modelname,col.model,as.fun){ + use.theta.nums=FALSE,spaces.split=FALSE, + modelname,col.model,as.fun){ idx <- NULL par.type <- NULL @@ -46,19 +48,59 @@ NMreadParsText <- function(file,fields,fields.omega=fields, OMEGA <- NULL SIGMA <- NULL + if(missing(file)) file <- NULL + if(missing(lines)) lines <- NULL + + if(!xor(is.null(file),is.null(lines))){ + stop("Exactly one of file and lines must be provided.") + } + if(!is.null(file)){ + if(length(file)>1) { + return(rbindlist(lapply(file,NMreadParsText, + fields=fields, + fields.omega=fields.omega, + fields.sigma=fields.sigma, + use.theta.nums=use.theta.nums, + spaces.split=spaces.split))) + } else { + lines <- readLines(file) + } + + } + if(missing(as.fun)) as.fun <- NULL as.fun <- NMdataDecideOption("as.fun",as.fun) if(missing(col.model)) col.model <- NULL col.model <- NMdataDecideOption("col.model",col.model) if(missing(modelname)) modelname <- NULL modelname <- NMdataDecideOption("modelname",modelname) + + args <- getArgs() + + ## deprecated since 2024-07-09 - v0.1.7 + ## format <- deprecatedArg(newarg="format","fields",args=args) + ## format.omega <- deprecatedArg(newarg="format.omega","fields.omega",args=args) + ## format.sigma <- deprecatedArg(newarg="format.sigma","fields.sigma",args=args) + if(!missing(fields)) { + .Deprecated(new="format",old="fields") + } + if(!missing(fields.omega)) { + .Deprecated(new="format.omega",old="fields.omega") + } + if(!missing(fields.sigma)) { + .Deprecated(new="format.sigma",old="fields.sigma") + } + - if(missing(fields)){ - fields <- "%init;%symbol;%num;%label;%unit" + if(missing(format)){ + format <- NULL } - if(is.function(fields)) fields <- fields(file) - if(is.function(fields.omega)) fields.omega <- fields.omega(file) - if(is.function(fields.sigma)) fields.sigma <- fields.sigma(file) + if(is.null(format)){ + format <- "%init;%symbol;%num;%label;%unit" + } + if(is.function(format)) format <- format(lines) + if(is.function(format.omega)) format.omega <- format.omega(lines) + if(is.function(format.sigma)) format.sigma <- format.sigma(lines) cleanSpaces <- function(x,double=TRUE,lead=TRUE,trail=TRUE){ if(double) x <- gsub(paste0(" +")," ",x) @@ -66,120 +108,92 @@ NMreadParsText <- function(file,fields,fields.omega=fields, if(trail) x <- sub(paste0(" +$"),"",x) x } - escape.charclass <- function(x) { - ##gsub("([][\\\\^-])", "\\\\\\1", x) - gsub("([][\\\\^(\\\\^-])", "\\\\\\1", x) - } - ## function to extact however many fields are available in a commented + ## function to extact however many format are available in a commented ## parameter row - fun.get.fields <- function(x,fields){ - - ## pat <- gsub("%[a-zA-Z0-9]*","(.*)",fields) - - splitters <- fields$splitters - splitters.un <- unique(splitters) + fun.get.fields <- function(x,format){ + ## pat <- gsub("%[a-zA-Z0-9]*","(.*)",format) - + splitters <- format$splitters + ## splitters.un <- unique(splitters) nfields.x <- 0 xleft <- x - for(spl in fields$splitters){ - spl <- escape.charclass(spl) - nfields.x <- nfields.x+as.numeric(grepl(spl,x)) - xleft <- sub(paste0("^[^",spl,"]*",spl),"",xleft,fixed=F) - } - nfields.x <- nfields.x+1 - - if(F){ - ## regex <- paste0("[^", paste(escape.charclass(splitters.un),collapse=""), "]") - ## gsub(regex, "", x, perl=TRUE) - ## gsub("(?m)(^[^(\n]+)[)]|-", "\\1;", x,perl = TRUE) - ## gsub("(?m)(^[^(\n]+)[;]|-", "\\1;", x,perl = TRUE) -### this doesn't work for characters that need escaping like - - nfields.x <- nchar( - ## splitters.un2 <- gsub("\\-","\\\\\\\\-",splitters.un) - ## splitters.un2 <- gsub("\\)","\\\\\\\\)",splitters.un2) - gsub(paste0('[^',paste(splitters.un,collapse=""),"]"),"",x) - ## gsub(paste0('[^', splitters.un,"]",collapse=""), "", x) - - )+1 + for(spl in splitters){ + + ## if(!spaces.split) spl <- paste(paste0(strsplit(spl, "")[[1]]," *"),collapse="") + ## spl <- escape.charclass(spl) + found <- grepl(spl,xleft) + ## if(!found) break + nfields.x <- nfields.x+as.numeric(found) +### not working + ##xleft <- sub(paste0("^[^",spl,"]*",spl),"",xleft,fixed=F) + xleft <- sub(sprintf(".*%s(.*)",spl),"\\1",xleft) + } + nfields.x <- nfields.x+1 } + ## nsplitters.x <- length(fields$splitters) + nsplitters.x <- length(format$splitters) ## need a regex that matches the number of items found - x.left <- x + xleft <- x items <- c() - for(I in 1:nfields.x){ + + for(I in 1:nsplitters.x){ + spl <- format$splitters[I] + spl.raw <- format$splitters.raw[I] + ## this.item.all <- sub(sprintf("([^%s]*)%s.*", + ## splitters[I], + ## splitters[I]), + ## "\\1",xleft) + + this.item.all <- sub(sprintf("%s.*",splitters[I]), "", xleft) - this.item.all <- sub(sprintf("([^%s]*)%s.*",escape.charclass(splitters[I]), - escape.charclass(splitters[I])),"\\1",x.left) ## this.item <- sub("([^ ]*) $","\\1",this.item.all) this.item <- cleanSpaces(this.item.all) + + + if(I0){ + xleft <- sub(paste0(this.item.all),"",xleft,fixed=TRUE) + } + xleft <- sub(paste0("^",splitters[I]),"",xleft) + ##if(!grepl("[[:alnum:]]",xleft)) xleft <- "" + if(xleft=="") break } do.call(data.table,as.list(items)) } - split.fields <- function(fields){ -## split.fields splits the fields format string into the splitters and the variable names - - - ## number of fields defined in fields - - ## paste0(".*",paste(chars.to.extract,collapse=").*("),".*") - ## regex <- paste0(".* [^", escape.charclass(chars.to.extract), "]") - ## nfields.string <- nchars( gsub(regex, "", strings.to.search, perl=TRUE)) - - nfields.string <- nchar(gsub("[^%]","",fields)) - ## number of fields provided in string - if(!spaces.split){ - fields <- gsub(" +","",fields) - } - splitters <- gsub("%[[:alnum:]]+","",fields) - splitters <- strsplit(splitters, "")[[1]] - ## splitters.un <- unique(splitters) - - string.left <- fields - fields.res <- c() - ## adding an extra splitter for the last regex to find match - splitters.tmp <- c(splitters,";") - splitters.tmp <- escape.charclass(splitters.tmp) - - for(I in 1:nfields.string){ - ## cat(I,"\n") - fields.res <- c(fields.res, - sub( - paste0(" *%*([^",splitters.tmp[I],"]*)",splitters.tmp[I],"*.*") - ,"\\1",string.left) - ) - string.left <- sub(sprintf("[^%s]*%s",splitters.tmp[I],splitters.tmp[I]),"",string.left) - } - - list(fields=fields.res,splitters=splitters) - } - get.theta.comments <- function(file,section,fields,use.theta.nums=FALSE){ + get.theta.comments <- function(lines,section,format,use.theta.nums=FALSE){ - res.fields.theta <- split.fields(fields) - get.comments(file,section,res.fields=res.fields.theta,use.theta.nums=FALSE) + res.fields.theta <- splitFields(format,spaces.split=spaces.split) + get.comments(lines,section,res.fields=res.fields.theta,use.theta.nums=FALSE) } - - get.comments <- function(file,section,res.fields,use.theta.nums=FALSE){ + +### applies processed fields on control stream sections. It does so by calling fun.get.fields + get.comments <- function(lines,section,res.fields,use.theta.nums=FALSE){ ## get theta comments ### due to a bug in NMreadSection in NMdata 0.1.3 we need to run this in two steps with keep.comments=TRUE and then remove comments lines - lines.thetas <- NMreadSection(file=file,section=section,keep.name=FALSE,keep.empty=FALSE,keep.comments=TRUE) - + lines.thetas <- NMreadSection(lines=lines,section=section,keep.name=FALSE,keep.empty=FALSE,keep.comments=TRUE) + if(length(lines.thetas)==0) return(NULL) + ## this should be the same as switching keep.comments to FALSE in NMreadSection() lines.thetas <- sub(pattern="^ *;.*$",replacement="",x=lines.thetas) ## these will confuse in omega/sigma sections with the current method. For those, numbering has to be done if off-diag elements are defined. lines.thetas <- gsub("BLOCK(.+)","",lines.thetas) @@ -197,11 +211,11 @@ NMreadParsText <- function(file,fields,fields.omega=fields, } } - get.omega.comments <- function(file,section,fields){ + get.omega.comments <- function(lines,section,format){ - res.fields <- split.fields(fields) - omegas <- get.comments(file=file,section=section,res.fields=res.fields) - + res.fields <- splitFields(format,spaces.split=spaces.split) + omegas <- get.comments(lines=lines,section=section,res.fields=res.fields) + if(is.null(omegas)) return(NULL) if(!"num"%in%colnames(omegas)) omegas[,num:=.I] omegas[,i:=NA_integer_] omegas[,j:=NA_integer_] @@ -214,36 +228,91 @@ NMreadParsText <- function(file,fields,fields.omega=fields, omegas } - - - - if(length(file)>1) return(rbindlist(lapply(file,NMreadParsText, - fields=fields, - fields.omega=fields.omega, - fields.sigma=fields.sigma, - use.theta.nums=use.theta.nums, - spaces.split=spaces.split))) - - thetas <- get.theta.comments(file=file,section="THETA",fields=fields,use.theta.nums=use.theta.nums) - omegas <- get.omega.comments(file=file,section="omega",fields=fields.omega) - sigmas <- get.omega.comments(file=file,section="sigma",fields=fields.sigma) + thetas <- get.theta.comments(lines=lines,section="THETA",format=format, + use.theta.nums=use.theta.nums) + omegas <- get.omega.comments(lines=lines,section="omega",format=format.omega) + sigmas <- get.omega.comments(lines=lines,section="sigma",format=format.sigma) ## collect thetas and omegas pt1 <- rbind(thetas,omegas,sigmas,fill=T) - ## we are aligning with Nonmem's behavior in ext files. The + ## we are aligning with Nonmem's behavior in ext liness. The ## off-diags are lower triangle. In other words, OMEGA and SIGMA ## are specified by column, not by row. pt1[par.type%in%cc(OMEGA,SIGMA),`:=`(i=j,j=i)] - ### it is inconsistent, but this is how it is reported in NMreadExt +### it is inconsistent, but this is how it is reported in NMreadExt pt1[par.type%in%cc(THETA),parameter:=sprintf("THETA%d",i)] pt1[par.type%in%cc(OMEGA,SIGMA),parameter:=sprintf("%s(%d,%d)",par.type,i,j)] - - this.model <- modelname(file) - pt1[,(col.model):=this.model] + + if(!is.null(file)){ + this.model <- modelname(file) + pt1[,(col.model):=this.model] + } as.fun(pt1) } + +##' @keywords internal +escape.charclass <- function(x) { + ##gsub("([][\\\\^-])", "\\\\\\1", x) + gsub("([][\\\\^(\\\\^-])", "\\\\\\1", x) +} + + +##' splitFields splits the fields format string into the splitters +##' and the variable names. NB, this is interpreting the user-provided +##' fields, it is not looking at control stream text, +##' @keywords internal +splitFields <- function(format,spaces.split=FALSE){ + + + + ## number of fields defined in format + + ## paste0(".*",paste(chars.to.extract,collapse=").*("),".*") + ## regex <- paste0(".* [^", escape.charclass(chars.to.extract), "]") + ## nfields.string <- nchars( gsub(regex, "", strings.to.search, perl=TRUE)) + + nfields.string <- nchar(gsub("[^%]","",format)) + ## number of fields provided in string + if(!spaces.split){ + format <- gsub(" +","",format) + } + + ## a string where variables are not %var but just % so we can find splitters. + ## splitters <- gsub("%[[:alnum:]]+","",fields) + string.splitters <- gsub("%[[:alnum:]]+","%",format) + splitters <- strsplit(string.splitters,"%")[[1]][-1] + + if(!spaces.split) splitters <- unlist(lapply(strsplit(splitters, ""),function(x)paste(paste0(x," *"),collapse=""))) + ## adding an extra splitter for the last regex to find match + splitters <- c(splitters,";") + splitters.raw <- splitters + splitters <- escape.charclass(splitters) + + + string.vars <- gsub("[^[:alnum:]]+",";",format) + vars <- strsplit(string.vars,";")[[1]][-1] + + ## string.left <- fields + ## fields.res <- c() + ## ## adding an extra splitter for the last regex to find match + ## + ## splitters.tmp <- escape.charclass(splitters.tmp) + + + ## for(I in 1:nfields.string){ + ## ## cat(I,"\n") + ## fields.res <- c(fields.res, + ## sub( + ## paste0(" *%*([^",splitters.tmp[I],"]*)",splitters.tmp[I],"*.*") + ## ,"\\1",string.left) + ## ) + ## string.left <- sub(sprintf("[^%s]*%s",splitters.tmp[I],splitters.tmp[I]),"",string.left) + ## } + + list(fields=vars,splitters=splitters,splitters.raw=splitters.raw) +} diff --git a/R/NMreadParsText2.R b/R/NMreadParsText2.R deleted file mode 100644 index b936c49d..00000000 --- a/R/NMreadParsText2.R +++ /dev/null @@ -1,425 +0,0 @@ -### getParLines -getParLines <- function(file,section){ - - ## get theta comments -### due to a bug in NMreadSection in NMdata 0.1.3 we need to run this in two steps with keep.comments=TRUE and then remove comments lines - lines.thetas <- NMreadSection(file=file,section=section,keep.name=FALSE,keep.empty=FALSE,keep.comments=TRUE) - - lines.thetas <- sub(pattern="^ *;.*$",replacement="",x=lines.thetas) - ## these will confuse in omega/sigma sections with the current method. For those, numbering has to be done if off-diag elements are defined. - lines.thetas <- gsub("BLOCK(.+)","",lines.thetas) - lines.thetas <- lines.thetas[!grepl("^ *$",lines.thetas)] - lines.thetas -} -### getParTab -getParTab <- function(input, fields) { - - ## Create a pattern from the fields string - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - pattern <- paste0("^", pattern, "$") - - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Match the input string against the pattern - matches <- regexec(pattern, input) - matched <- regmatches(input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) - - partial_matches <- regexec(partial_pattern, input) - partial_matched <- regmatches(input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) -} - - -getParTab2 <- function(input, fields) { - - # Create a pattern from the fields string - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - pattern <- paste0("^", pattern, "$") - - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Function to process a single input string - process_single_input <- function(single_input) { - # Match the input string against the pattern - matches <- regexec(pattern, single_input) - matched <- regmatches(single_input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) - - partial_matches <- regexec(partial_pattern, single_input) - partial_matched <- regmatches(single_input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) - } - - # Apply the process_single_input function to each element of the input vector - results <- lapply(input, process_single_input) - - return(results) -} - - -getParTab3 <- function(input, fields) { - - # Create a pattern from the fields string - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - pattern <- paste0("^", pattern, "$") - - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Function to process a single input string - process_single_input <- function(single_input) { - # Remove leading and trailing whitespace - single_input <- trimws(single_input) - - # Match the input string against the pattern - matches <- regexec(pattern, single_input) - matched <- regmatches(single_input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) - - partial_matches <- regexec(partial_pattern, single_input) - partial_matched <- regmatches(single_input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) - } - - # Apply the process_single_input function to each element of the input vector - results <- lapply(input, process_single_input) - - return(results) -} - - -getParTab4 <- function(input, fields) { - - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Create a pattern from the fields string - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - # Escape all non-alphanumeric characters in the pattern - pattern <- gsub("([^a-zA-Z0-9%])", "\\\\\\1", pattern) - pattern <- paste0("^", pattern, "$") - - # Function to process a single input string - process_single_input <- function(single_input) { - # Remove leading and trailing whitespace - single_input <- trimws(single_input) - - # Match the input string against the pattern - matches <- regexec(pattern, single_input) - matched <- regmatches(single_input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) - - partial_matches <- regexec(partial_pattern, single_input) - partial_matched <- regmatches(single_input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) - } - - # Apply the process_single_input function to each element of the input vector - results <- lapply(input, process_single_input) - - return(results) -} - - -getParTab5 <- function(input, fields) { - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Create a pattern from the fields string by replacing variables with regex patterns - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - # Escape special characters in the pattern - pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", pattern) - - # Ensure the pattern matches the entire string - pattern <- paste0("^", pattern, "$") - - # Function to process a single input string - process_single_input <- function(single_input) { - # Remove leading and trailing whitespace - single_input <- trimws(single_input) - - # Match the input string against the pattern - matches <- regexec(pattern, single_input) - matched <- regmatches(single_input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) - - partial_matches <- regexec(partial_pattern, single_input) - partial_matched <- regmatches(single_input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) - } - - # Apply the process_single_input function to each element of the input vector - results <- lapply(input, process_single_input) - - return(results) -} - - -getParTab6 <- function(input, fields) { - - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Create a pattern from the fields string by replacing variables with regex patterns - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - # Escape special characters in the pattern - pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", pattern) - - # Ensure the pattern matches the entire string - pattern <- paste0("^", pattern, "$") - - # Function to process a single input string - process_single_input <- function(single_input) { - - # Remove leading and trailing whitespace - single_input <- trimws(single_input) - - # Match the input string against the pattern - matches <- regexec(pattern, single_input) - matched <- regmatches(single_input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", paste0("^", paste(var_names[1:i], collapse="(.*?)"), ".*$")) - - partial_matches <- regexec(partial_pattern, single_input) - partial_matched <- regmatches(single_input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) - } - - # Apply the process_single_input function to each element of the input vector - results <- lapply(input, process_single_input) - - return(results) -} - -getParTab7 <- function(input, fields) { - - # Extract the variable names from the fields string - var_names <- unlist(regmatches(fields, gregexpr("%[a-zA-Z0-9]+", fields))) - var_names <- gsub("%", "", var_names) - - # Create a pattern from the fields string by replacing variables with regex patterns - pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", fields) - # Escape special characters in the pattern - pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", pattern) - - # Ensure the pattern matches the entire string - pattern <- paste0("^", pattern, "$") - - # Function to process a single input string - process_single_input <- function(single_input) { - # Remove leading and trailing whitespace - single_input <- trimws(single_input) - - # Match the input string against the pattern - matches <- regexec(pattern, single_input) - matched <- regmatches(single_input, matches) - - # Check if there's a match - if (length(matched[[1]]) <= 1) { - # Try partial match by reducing the pattern incrementally - for (i in seq_along(var_names)) { - partial_fields <- paste0("%", var_names[1:i], collapse="; ") - partial_pattern <- gsub("%[a-zA-Z0-9]+", "(.*?)", partial_fields) - partial_pattern <- gsub("([\\^\\$\\.\\|\\?\\*\\+\\(\\)\\[\\]\\{\\}])", "\\\\\\1", partial_pattern) - partial_pattern <- paste0("^", partial_pattern, ".*$") - - partial_matches <- regexec(partial_pattern, single_input) - partial_matched <- regmatches(single_input, partial_matches) - if (length(partial_matched[[1]]) > 1) { - values <- partial_matched[[1]][-1] - result <- setNames(as.list(values), var_names[1:i]) - return(result) - } - } - warning("Input does not match the fields.") - return(NULL) - } - - # Extract the matched values - values <- matched[[1]][-1] - - # Create a named list with the variable names and values - result <- setNames(as.list(values), var_names) - - return(result) - } - - # Apply the process_single_input function to each element of the input vector - results <- lapply(input, process_single_input) - - return(results) -} - - - -if(F){ -### orpphaned from get.comments. This should come afer getParTab - thetas[,par.type:=toupper(section)] - if(use.theta.nums){ - thetas[,i:=num] - } else { - thetas[,i:=.I] - } -} - -######## test -## fileRef <- "~/wdirs/NMdata/tests/testthat/testReference/NMreadParText_02.rds" -file.mod <- "~/wdirs/NMdata/tests/testthat/testData/nonmem/xgxr032.mod" -NMdataConf(reset=T) -NMdataConf(as.fun="data.table") - -## res <- NMreadParsText(file.mod) -plines <- getParLines(file.mod,"THETA") -getParTab2(plines,fields="%init;%symbol;%num;%label;%unit") - - -paste("\"",paste(plines, collapse="\",\"") ,"\n\"") |> cat() - -input <- c( -" (.1) ; LTVKA", -" (3) ; LTVV2", -" (1) ; LTVCL", -" (4) ; LTVV3", -" (-1) ; LTVQ " -) -##input - -getParTab5(input,fields="%init; %symbol; %num; %label; %unit") - -fields_format <- "%init; %symbol; %num; %label; %unit" -getParTab6(input,fields=fields_format) -getParTab7(input,fields=fields_format) diff --git a/devel/todo.org b/devel/todo.org index 11c67d67..3fa4098b 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -39,6 +39,8 @@ With load_all(): The mentioning of where a message comes from is only useful if a function is called from other functions. Possible to distinguish somehow? +** High level features +*** TODO [#A] Support for DATE type columns ** New functions *** document columns **** TODO Check for existence of char column in values @@ -248,6 +250,10 @@ I don't think I ever tried this. What will NMscanData do if input data has no headers, and there are no filters? I think NMapplyFilters may fail. *** NMcheckData +**** TODO [#A] RATE=-1 is OK :v0_1_7: +**** TODO [#A] CMT can be any non-zero integer :v0_1_7: +But more than say 20 compartments seems unlikely +**** TODO [#A] Support for a table of accepted findings **** DONE support for col.id with file arg Looks like col.id is being overwritten for no reason **** TODO [#B] Improve handling of missing covs @@ -356,7 +362,7 @@ numeric should be using **** DONE Document splits of cols.num :v0_0_11: **** DONE Document col.cmt :v0_0_11: *** NMcheckDataFile -**** TODO Bug in combination with file.data :Bug: +**** TODO [#A] Bug in combination with file.data :Bug: If NMdataConf(file.data) has been used to redirect to a rds file. Maybe solution is to let NMscanInput use readRDS if file extension is .rds? @@ -368,14 +374,6 @@ extension is .rds? **** DONE Add support for windows absolute paths I don't think this was ever an issue. The regular expression used should match both unix and windows absolute paths. -*** NMreadSection -**** DONE error returned when return="idx" and no section specified :Bug: -**** TODO [#B] return="text"/"idx" should be return.idx=TRUE/FALSE instead -It would be easier to remember -*** NMreplaceDataFile -**** TODO [#A] Fails on dir+file.pattern -**** DONE Implement function -**** DONE Tests *** NMwriteSection **** DONE newlines as a function If newlines is a function and location=="replace", read section, apply @@ -414,13 +412,40 @@ arguement. If length(lines) and linesep is given, a warning must be issued. Once done, NMgetSection must be updated as well. *** NMisNumeric **** DONE NA_character is not recognized as numeric +*** NMreadExt +**** TODO Support Laplacian +Laplacian Conditional Estimation +**** DONE Include model column same way as NMscanData +**** DONE Support multiple files +**** DONE Intro arg return +Something like +if return="estimates" only return pars +if return="iterations" only return iterations +*** NMreadTab +**** TODO [#B] Include metadata +***** TODO Include path to file +***** TODO Include $TABLE statement +***** TODO Potentially include info generated by NMscanTables that should belong to NMreadTab *** NMreadParsText -**** TODO [#A] Multi-char delimters do not work +**** TODO [#A] change num to idx +and include a field.idx so user can specify what to use. If idx is not +taken from fields, it should not come out in the results. +**** DONE [#A] Multi-char delimters do not work like ; 1; CL ; [mL/h] in which case "; [" is a delimiter -**** TODO [#A] Empty fields make it break +**** DONE [#A] Empty fields make it break Like ;1;CL;;;mL/h **** TODO [#B] Handle SAME +***** TODO [#A] Include test so we at least know what happens +*** NMreadSection +**** DONE error returned when return="idx" and no section specified :Bug: +**** TODO [#B] return="text"/"idx" should be return.idx=TRUE/FALSE instead +It would be easier to remember +*** TODO [#A] NMrelate +*** NMreplaceDataFile +**** TODO [#A] Fails on dir+file.pattern +**** DONE Implement function +**** DONE Tests *** NMscanInput **** DONE applyFilters -> apply.filters **** DONE Bug: Error when ID not in data but var=ID in $INPUT @@ -497,20 +522,6 @@ A way to limit rows read into nonmem ***** tolower(nonmem)==tolower(input) OK ***** diff ***** off -*** NMreadExt -**** TODO Support Laplacian -Laplacian Conditional Estimation -**** DONE Include model column same way as NMscanData -**** DONE Support multiple files -**** DONE Intro arg return -Something like -if return="estimates" only return pars -if return="iterations" only return iterations -*** NMreadTab -**** TODO [#B] Include metadata -***** TODO Include path to file -***** TODO Include $TABLE statement -***** TODO Potentially include info generated by NMscanTables that should belong to NMreadTab *** NMscanTables **** DONE Don't throw an error when no tables found Just return NULL. and a message if !silent. To find where, look for diff --git a/tests/testthat/testReference/NMreadParText_05.rds b/tests/testthat/testReference/NMreadParText_05.rds new file mode 100644 index 0000000000000000000000000000000000000000..7a768f33acde230ce2c496eac17219ffdbfcf6ea GIT binary patch literal 281 zcmV+!0p|W6iwFP!000001HDmQYr-%TO>H~Zf}jlcyhjHkn4jQ-AH$8klp%~Eai$PS zqcjoco4;Ilm)pPuU~lbnq~K zo(Bc-2m6F8JHrW5=}YlG8=@1jFk4JVh0msMucOHjK*v=;Ihym2#GNQ$xN!^&z1&gs z*%Qo5l7<7xHLrxh$89f6YH2-@IaJGy@{07XLU_C7HMNJW@FJuKYXlio0J{}+&@`(z zd+HlsRKQOYJ@6lQ9|$@?S%H9(o?Bd f;v2+tn!Q~m^Tp!A{I_nuayRY|9;l#!nF0U+%M60J literal 0 HcmV?d00001 diff --git a/tests/testthat/testReference/NMreadParText_06.rds b/tests/testthat/testReference/NMreadParText_06.rds new file mode 100644 index 0000000000000000000000000000000000000000..adc3c5311dfddf016668b124d6578b9d30a18d6a GIT binary patch literal 656 zcmV;B0&o2viwFP!000001Jzc|Z<{a_#{t?UP1Q}4c1AmOQey#TU&plSx@b*XsZrEh zCLk!#1r*51xO1pSIsKR~=2$TABfX*3ucPKWDElqo<5^ zHA8E&udxrESDZI(>%-uR51!c2ao->t6_e0*JvngPw|t=6(5M~ zQVN_aqZ;L5y>b;sD$H#T?@M>|@pvTCHP45~C;!pla&R*2XTjzKzG>M5va_9&ULr#w zP$aAFdG25*2tU&>THxS(@t7cWE94~xfuEdI}bPE%}At#4pAYM=)70#q|n&VKa#^ zjYVZMeSt4AB|_T_@T3?RE9ns2aHh@dv)~dEDKWRB@D7T&(~WPXo6gR`cQv_bfMbzd zORU8VCm1Gp5|9mKo;p(uJcB-E{wWS%OoDkt<_vtn=?AArv~s3TXXGnei`~3RHYPjQ q*F{|N#x56&nP$RhJIx{WlWH;A(egjjU0zVx%KQT3s!xr;3IG6;#Xwj9 literal 0 HcmV?d00001 diff --git a/tests/testthat/testReference/splitFields_01.rds b/tests/testthat/testReference/splitFields_01.rds new file mode 100644 index 0000000000000000000000000000000000000000..61dc7c276bd2165b8e47354d88ce4baa69c14f87 GIT binary patch literal 124 zcmb2|=3oE==I#ec2?+^F35h8w2}x{*tp{t^*ccVk(h?FMuw2raSvgbHpe!zPo#2$S zVKFmjPnpjgdX_~rb$i%_uFkLvO@+xxqFWlA9M&onOD;ULrm}PA%A*-kH!m3l7YB7M bv^n>vY0jBRlddRD*i_GuwPCCKDxjqRJ#RC6 literal 0 HcmV?d00001 diff --git a/tests/testthat/test_NMreadParText.R b/tests/testthat/test_NMreadParText.R index aa99816a..505a16da 100644 --- a/tests/testthat/test_NMreadParText.R +++ b/tests/testthat/test_NMreadParText.R @@ -1,4 +1,17 @@ -context("NMreadExt") + +context("splitFields") +test_that("basic",{ + + fileRef <- "testReference/splitFields_01.rds" + + res <- split.fields("%init;[%num2];%symbol") + expect_equal_to_reference(res,fileRef) + +}) + + + +context("NMreadParText") readRef <- FALSE @@ -36,3 +49,101 @@ test_that("merge with NMreadExt output",{ expect_equal_to_reference(res,fileRef) }) + + +test_that("complex delimiters",{ + + fileRef <- "testReference/NMreadParText_04.rds" + + NMdataConf(reset=T) + NMdataConf(as.fun="data.table") + + text <- c(" +; matches format +$THETA (.1) ;[1]; LTVKA +; missing field +$THETA (3) ; [] ;LTVV2 +; missing end field +$THETA (1) ;[3] +; extra delim +$THETA (4) ;[4] ;LTVV3 ; +; missing end field but has delim +$THETA (-1) ; [5] ; + +$OMEGA 0 FIX + +$SIGMA 0 FIX + +") + lines <- strsplit(text,split="\n")[[1]] + + res <- NMreadParsText(lines=lines,format="%init;[%num2];%symbol") +res + + expect_equal_to_reference(res,fileRef) + + +}) + + + +test_that("No SIGMA",{ + + fileRef <- "testReference/NMreadParText_05.rds" + + NMdataConf(reset=T) + NMdataConf(as.fun="data.table") + + text <- c(" +; matches format +$THETA (.1) ;[1]; LTVKA + +$OMEGA 0 FIX + +") + lines <- strsplit(text,split="\n")[[1]] + + res <- NMreadParsText(lines=lines,format="%init;[%num2];%symbol") + + + expect_equal_to_reference(res,fileRef) + + +}) + + +test_that("Complex OMEGA",{ + + fileRef <- "testReference/NMreadParText_06.rds" + + NMdataConf(reset=T) + NMdataConf(as.fun="data.table") + + text <- c(" +; matches format +$THETA (.1) ;[1]; LTVKA + +$OMEGA 0 FIX ; fake +$OMEGA BLOCK(4) +0.126303 ; IIV.CLP ; lognormalOm ;1 ;IIV ;Between-subject variability on CLP;- + 0.024 ; IIV.CLP.V2P.cov ; lognormalOm ;1-2 ;IIV ;Covariance of BSV on CLP and V2P;- + 0.127 ; IIV.V2P ; lognormalOm ;2 ;IIV ;Between-subject variability on V2P;- + 0.2 ; IIV.CLP.V3P.cov ; lognormalOm ;1-3 ;IIV ;Covariance of BSV on CLP and V3P;- + 0.2 ; IIV.V2P.V3P.cov ; lognormalOm ;2-3 ;IIV ;Covariance of BSV on V2P and V3P;- + 0.38 ; IIV.V3P ; lognormalOm ;3 ;IIV ;Between-subject variability on V3P;- + 0.3 ; IIV.CLP.V3M.cov ; lognormalOm ;1-4 ;IIV ;Covariance of BSV on CLP and V3M;- + 0.2 ; IIV.V2P.V3M.cov ; lognormalOm ;2-4 ;IIV ;Covariance of BSV on V2P and V3M;- + 0.59 ; IIV.V3P.V3M.cov ; lognormalOm ;3-4 ;IIV ;Covariance of BSV on V3P and V3M;- + 0.4 ; IIV.V3M ; lognormalOm ;4 ;IIV ;Between-subject variability on V3M;- + +$SIGMA 1 +") + lines <- strsplit(text,split="\n")[[1]] + + res <- NMreadParsText(lines=lines,format="%init;[%num2];%symbol",format.omega="%init ; %symbol ; %trans ; %num ; %panel ; %label ; %unit") + +res + expect_equal_to_reference(res,fileRef) + + +}) From 642fd4923c2ba30b82dee5682e063a755966d510 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Wed, 10 Jul 2024 18:12:26 -0400 Subject: [PATCH 06/33] NMreadPars v2.0 ready --- .Rbuildignore | 1 + DESCRIPTION | 2 +- R/NMreadParsText.R | 152 ++++++++++++------ R/NMreadTab.R | 2 +- devel/todo.org | 7 +- man/NMreadParsText.Rd | 99 ++++++++++-- man/NMreadTab.Rd | 2 +- man/getFilePaths.Rd | 10 +- man/splitFields.Rd | 16 ++ man/tmpcol.Rd | 12 +- .../testReference/NMreadParText_02.rds | Bin 417 -> 411 bytes .../testReference/NMreadParText_03.rds | Bin 472 -> 468 bytes .../testReference/NMreadParText_04.rds | Bin 0 -> 352 bytes .../testReference/NMreadParText_05.rds | Bin 281 -> 276 bytes .../testReference/NMreadParText_06.rds | Bin 656 -> 0 bytes .../testReference/NMreadParText_07.rds | Bin 0 -> 355 bytes .../testthat/testReference/splitFields_01.rds | Bin 124 -> 139 bytes tests/testthat/test_NMreadParText.R | 106 +++++++++--- tests/testthat/test_NMrelate.R | 18 ++- 19 files changed, 323 insertions(+), 104 deletions(-) create mode 100644 man/splitFields.Rd create mode 100644 tests/testthat/testReference/NMreadParText_04.rds delete mode 100644 tests/testthat/testReference/NMreadParText_06.rds create mode 100644 tests/testthat/testReference/NMreadParText_07.rds diff --git a/.Rbuildignore b/.Rbuildignore index 68ec157e..56d974e2 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -42,6 +42,7 @@ input.grd input.shk INTER LINK.LNK +README.html tests/testthat/testOutput/simulations/nonmem tests/testthat/testOutput/simulations/NMsimData_xgxr.+\.rds tests/testthat/testData/simulations/xgxr..._subprobs/NMsim_xgxr..._subprobs_dir.+ diff --git a/DESCRIPTION b/DESCRIPTION index 86f4e2fd..f1f65cb1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: NMdata Type: Package Title: Preparation, Checking and Post-Processing Data for PK/PD Modeling -Version: 0.1.6.901 +Version: 0.1.6.903 Authors@R: c(person(given="Philip", family="Delff", email = "philip@delff.dk", diff --git a/R/NMreadParsText.R b/R/NMreadParsText.R index 82bbc23d..2aefebde 100644 --- a/R/NMreadParsText.R +++ b/R/NMreadParsText.R @@ -8,43 +8,108 @@ ##' values as obtained with `NMreadExt`. ##' ##' @param file Path to the control stream to read. -##' @param fields Defines naming and splitting of contents of lines in +##' @param lines As an alternative to `file`, the control stream or +##' selected lines of the control stream can be provided as a +##' vector of lines. +##' @param format Defines naming and splitting of contents of lines in ##' parameter sections. Default is -##' \code{"\%init;\%symbol;\%num;\%label;\%unit"}. Be careful to +##' \code{"\%init;\%idx;\%symbol;\%label;\%unit"}. Be careful to ##' remember percentage symbols in front of any variable names. -##' @param fields.omega Like `fields`, applied to `$OMEGA` +##' @param format.omega Like `fields`, applied to `$OMEGA` ##' section. Default is to reuse `fields`. -##' @param fields.sigma Like `fields`, applied to `$SIGMA` +##' @param format.sigma Like `fields`, applied to `$SIGMA` ##' section. Default is to reuse `fields.omega`. -##' @param use.theta.nums If the num field should be used to number -##' thetas. I do not see where this is advantageous to do. +##' @param use.theta.idx If an index field in comments should be used +##' to number thetas. The index field is used to organize +##' `$OMEGA`s and `$SIGMA`s because they are matrices but I do not +##' see where this is advantageous to do for `$THETA`s. Default +##' `use.theta.idx=FALSE` which means `$THETA`s are simply +##' counted. ##' @param spaces.split Is a blank in `fields` to be treated as a ##' field seperator? Default is not to (i.e. neglect spaces in ##' `fields`). +##' @param field.idx If an index field is manually provided in the +##' control stream comments, define the name of that field in +##' `format` and tell `NMreadParsTab()` to use this idx to +##' organize especially OMEGA and SIGMA elements by pointing to it +##' with `field.idx`. The default is to look for a varible called +##' `idx`. If the index has values like 1-2 on an OMEGA or SIGMA +##' row, the row is interpreted as the covariance between +##' OMEGA/SIGMA 1 and 2. ##' @param modelname See ?NMscanData ##' @param col.model See ?NMscanData ##' @param as.fun See ?NMscanData +##' @param fields Deprecated. Use `format`. +##' @param fields.omega Deprecated. Use `format.omega`. +##' @param fields.sigma Deprecated. Use `format.sigma`. ##' @details Off-diagonal omega and sigma elements will only be ##' correctly treated if their num field specifies say 1-2 to ##' specify it is covariance between 1 and 2. ##' ##' \code{SAME} elements in \code{$OMEGA} will be skipped altogether. +##' @examples +##' +##' +##' ## notice, examples on explicitly stated lines. Most often in +##' ## practice, one would use the file argument to automatically +##' ## extract the $THETA, $OMEGA and $SIGMA sections from a control +##' ## stream. +##' +##' text <- c(" +##' +##' $THETA (.1) ;[1]; LTVKA (mL/h) +##' $OMEGA BLOCK(3) +##' 0.126303 ; IIV.CL ; 1 ;IIV ;Between-subject variability on CL;- +##' 0.024 ; IIV.CL.V2.cov ; 1-2 ;IIV ;Covariance of BSV on CL and V2;- +##' 0.127 ; IIV.V2 ; 2 ;IIV ;Between-subject variability on V2;- +##' 0.2 ; IIV.CL.V3.cov ; 1-3 ;IIV ;Covariance of BSV on CL and V3;- +##' 0.2 ; IIV.V2.V3.cov ; 2-3 ;IIV ;Covariance of BSV on V2 and V3;- +##' 0.38 ; IIV.V3 ; 3 ;IIV ;Between-subject variability on V3;- +##' $OMEGA 0 FIX ; IIV.KA ; 4 ;IIV ;Between-subject variability on KA;- +##' $SIGMA 1 +##' ") +##' lines <- strsplit(text,split="\n")[[1]] +##' +##' res <- NMreadParsText(lines=lines, +##' format="%init;[%num];%symbol", +##' format.omega="%init %symbol ; %num ; %type ; %label ; %unit", +##' field.idx="num") +##' +##' ## BLOCK() SAME are skipped +##' text <- c(" +##' $THETA +##' (0,0.1) ; THE1 - 1) 1st theta +##' (0,4.2) ; THE2 - 2) 2nd theta +##' $OMEGA 0.08 ; IIV.TH1 ; 1 ;IIV +##' $OMEGA BLOCK(1) +##' 0.547465 ; IOV.TH1 ; 2 ;IOV +##' $OMEGA BLOCK(1) SAME +##' $OMEGA BLOCK(1) SAME") +##' lines <- strsplit(text,split="\n")[[1]] +##' res <- NMreadParsText(lines=lines, +##' format="%init;%symbol - %idx) %label", +##' format.omega="%init; %symbol ; %idx ; %label " +##' ) ##' @export -NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=format.omega, +NMreadParsText <- function(file,lines,format, + format.omega=format,format.sigma=format.omega, + spaces.split=FALSE, + field.idx="idx", + use.theta.idx=FALSE, + modelname,col.model,as.fun, fields,fields.omega=fields, - fields.sigma=fields.omega, - use.theta.nums=FALSE,spaces.split=FALSE, - modelname,col.model,as.fun){ + fields.sigma=fields.omega + ){ idx <- NULL par.type <- NULL i <- NULL j <- NULL - num <- NULL parameter <- NULL THETA <- NULL + theta <- NULL OMEGA <- NULL SIGMA <- NULL @@ -60,7 +125,7 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo fields=fields, fields.omega=fields.omega, fields.sigma=fields.sigma, - use.theta.nums=use.theta.nums, + use.theta.idx=use.theta.idx, spaces.split=spaces.split))) } else { lines <- readLines(file) @@ -78,9 +143,6 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo args <- getArgs() ## deprecated since 2024-07-09 - v0.1.7 - ## format <- deprecatedArg(newarg="format","fields",args=args) - ## format.omega <- deprecatedArg(newarg="format.omega","fields.omega",args=args) - ## format.sigma <- deprecatedArg(newarg="format.sigma","fields.sigma",args=args) if(!missing(fields)) { .Deprecated(new="format",old="fields") } @@ -96,7 +158,7 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo format <- NULL } if(is.null(format)){ - format <- "%init;%symbol;%num;%label;%unit" + format <- "%init;%idx;%symbol;%label;%unit" } if(is.function(format)) format <- format(lines) if(is.function(format.omega)) format.omega <- format.omega(lines) @@ -180,14 +242,14 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo - get.theta.comments <- function(lines,section,format,use.theta.nums=FALSE){ + get.theta.comments <- function(lines,section,format,use.theta.idx=FALSE){ res.fields.theta <- splitFields(format,spaces.split=spaces.split) - get.comments(lines,section,res.fields=res.fields.theta,use.theta.nums=FALSE) + get.comments(lines,section,res.fields=res.fields.theta,use.theta.idx=FALSE) } ### applies processed fields on control stream sections. It does so by calling fun.get.fields - get.comments <- function(lines,section,res.fields,use.theta.nums=FALSE){ + get.comments <- function(lines,section,res.fields,use.theta.idx=FALSE){ ## get theta comments ### due to a bug in NMreadSection in NMdata 0.1.3 we need to run this in two steps with keep.comments=TRUE and then remove comments lines @@ -204,33 +266,40 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo colnames(thetas) <- res.fields$fields[1:ncol(thetas)] thetas[,par.type:=toupper(section)] - if(use.theta.nums){ - thetas[,i:=num] + + if(use.theta.idx && field.idx%in%colnames(theta)){ + thetas[,i:=get(field.idx)] + rm.idx <<- FALSE } else { thetas[,i:=.I] } } +### notice, get.omega.comments uses omega as a placeholder for OMEGA or SIGMA get.omega.comments <- function(lines,section,format){ res.fields <- splitFields(format,spaces.split=spaces.split) omegas <- get.comments(lines=lines,section=section,res.fields=res.fields) if(is.null(omegas)) return(NULL) - if(!"num"%in%colnames(omegas)) omegas[,num:=.I] + if(field.idx%in%colnames(omegas)) { + rm.idx <<- FALSE + } else { + omegas[,(field.idx):=.I] + } omegas[,i:=NA_integer_] omegas[,j:=NA_integer_] - omegas[grepl("^ *[0-9]+ *$",num),i:=as.integer(num)] - omegas[grepl("^ *[0-9]+ *$",num),j:=as.integer(num)] - omegas[grepl("-",num),i:=as.integer(sub(" *([0-9])+ *-.*","\\1",num))] - omegas[grepl("-",num),j:=as.integer(sub(".*- *([0-9])","\\1",num))] + omegas[grepl("^ *[0-9]+ *$",get(field.idx)),i:=as.integer(get(field.idx))] + omegas[grepl("^ *[0-9]+ *$",get(field.idx)),j:=as.integer(get(field.idx))] + omegas[grepl("-",get(field.idx)),i:=as.integer(sub(" *([0-9])+ *-.*","\\1",get(field.idx)))] + omegas[grepl("-",get(field.idx)),j:=as.integer(sub(".*- *([0-9])","\\1",get(field.idx)))] omegas[,par.type:=toupper(section)] omegas } - + rm.idx <- TRUE thetas <- get.theta.comments(lines=lines,section="THETA",format=format, - use.theta.nums=use.theta.nums) + use.theta.idx=use.theta.idx) omegas <- get.omega.comments(lines=lines,section="omega",format=format.omega) sigmas <- get.omega.comments(lines=lines,section="sigma",format=format.sigma) @@ -245,6 +314,10 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo pt1[par.type%in%cc(THETA),parameter:=sprintf("THETA%d",i)] pt1[par.type%in%cc(OMEGA,SIGMA),parameter:=sprintf("%s(%d,%d)",par.type,i,j)] + if(rm.idx) pt1[,(field.idx):=NULL] + + cols.last <- intersect(c("par.type","i","j","col.idx","parameter","model"),colnames(pt1)) + setcolorder(pt1,c(setdiff(colnames(pt1),cols.last),cols.last)) if(!is.null(file)){ this.model <- modelname(file) @@ -257,7 +330,6 @@ NMreadParsText <- function(file,lines,format,format.omega=format,format.sigma=fo ##' @keywords internal escape.charclass <- function(x) { - ##gsub("([][\\\\^-])", "\\\\\\1", x) gsub("([][\\\\^(\\\\^-])", "\\\\\\1", x) } @@ -271,11 +343,6 @@ splitFields <- function(format,spaces.split=FALSE){ ## number of fields defined in format - - ## paste0(".*",paste(chars.to.extract,collapse=").*("),".*") - ## regex <- paste0(".* [^", escape.charclass(chars.to.extract), "]") - ## nfields.string <- nchars( gsub(regex, "", strings.to.search, perl=TRUE)) - nfields.string <- nchar(gsub("[^%]","",format)) ## number of fields provided in string if(!spaces.split){ @@ -297,22 +364,5 @@ splitFields <- function(format,spaces.split=FALSE){ string.vars <- gsub("[^[:alnum:]]+",";",format) vars <- strsplit(string.vars,";")[[1]][-1] - ## string.left <- fields - ## fields.res <- c() - ## ## adding an extra splitter for the last regex to find match - ## - ## splitters.tmp <- escape.charclass(splitters.tmp) - - - ## for(I in 1:nfields.string){ - ## ## cat(I,"\n") - ## fields.res <- c(fields.res, - ## sub( - ## paste0(" *%*([^",splitters.tmp[I],"]*)",splitters.tmp[I],"*.*") - ## ,"\\1",string.left) - ## ) - ## string.left <- sub(sprintf("[^%s]*%s",splitters.tmp[I],splitters.tmp[I]),"",string.left) - ## } - list(fields=vars,splitters=splitters,splitters.raw=splitters.raw) } diff --git a/R/NMreadTab.R b/R/NMreadTab.R index f30af71b..27bfbc10 100644 --- a/R/NMreadTab.R +++ b/R/NMreadTab.R @@ -43,7 +43,7 @@ ##' something else. If data.tables are wanted, use ##' as.fun="data.table". The default can be configured using ##' NMdataConf. -##' @param ... Arguments passed to fread. +##' @param ... Arguments passed to \code{data.table::fread()}. ##' @return The Nonmem table data. ##' @details The actual reading of data is based on ##' data.table::fread. Generally, the function is fast thanks to diff --git a/devel/todo.org b/devel/todo.org index 3fa4098b..fced56df 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -427,13 +427,14 @@ if return="iterations" only return iterations ***** TODO Include $TABLE statement ***** TODO Potentially include info generated by NMscanTables that should belong to NMreadTab *** NMreadParsText -**** TODO [#A] change num to idx +**** TODO [#A] order columns - created ones to the right +**** DONE change num to idx and include a field.idx so user can specify what to use. If idx is not taken from fields, it should not come out in the results. -**** DONE [#A] Multi-char delimters do not work +**** DONE Multi-char delimters do not work like ; 1; CL ; [mL/h] in which case "; [" is a delimiter -**** DONE [#A] Empty fields make it break +**** DONE Empty fields make it break Like ;1;CL;;;mL/h **** TODO [#B] Handle SAME ***** TODO [#A] Include test so we at least know what happens diff --git a/man/NMreadParsText.Rd b/man/NMreadParsText.Rd index 19db1241..4f1ef703 100644 --- a/man/NMreadParsText.Rd +++ b/man/NMreadParsText.Rd @@ -6,41 +6,70 @@ \usage{ NMreadParsText( file, - fields, - fields.omega = fields, - fields.sigma = fields.omega, - use.theta.nums = FALSE, + lines, + format, + format.omega = format, + format.sigma = format.omega, spaces.split = FALSE, + field.idx = "idx", + use.theta.idx = FALSE, modelname, col.model, - as.fun + as.fun, + fields, + fields.omega = fields, + fields.sigma = fields.omega ) } \arguments{ \item{file}{Path to the control stream to read.} -\item{fields}{Defines naming and splitting of contents of lines in +\item{lines}{As an alternative to `file`, the control stream or +selected lines of the control stream can be provided as a +vector of lines.} + +\item{format}{Defines naming and splitting of contents of lines in parameter sections. Default is -\code{"\%init;\%symbol;\%num;\%label;\%unit"}.} +\code{"\%init;\%idx;\%symbol;\%label;\%unit"}. Be careful to +remember percentage symbols in front of any variable names.} -\item{fields.omega}{Like `fields`, applied to `$OMEGA` +\item{format.omega}{Like `fields`, applied to `$OMEGA` section. Default is to reuse `fields`.} -\item{fields.sigma}{Like `fields`, applied to `$SIGMA` +\item{format.sigma}{Like `fields`, applied to `$SIGMA` section. Default is to reuse `fields.omega`.} -\item{use.theta.nums}{If the num field should be used to number -thetas. I do not see where this is advantageous to do.} - \item{spaces.split}{Is a blank in `fields` to be treated as a field seperator? Default is not to (i.e. neglect spaces in `fields`).} +\item{field.idx}{If an index field is manually provided in the +control stream comments, define the name of that field in +`format` and tell `NMreadParsTab()` to use this idx to +organize especially OMEGA and SIGMA elements by pointing to it +with `field.idx`. The default is to look for a varible called +`idx`. If the index has values like 1-2 on an OMEGA or SIGMA +row, the row is interpreted as the covariance between +OMEGA/SIGMA 1 and 2.} + +\item{use.theta.idx}{If an index field in comments should be used +to number thetas. The index field is used to organize +`$OMEGA`s and `$SIGMA`s because they are matrices but I do not +see where this is advantageous to do for `$THETA`s. Default +`use.theta.idx=FALSE` which means `$THETA`s are simply +counted.} + \item{modelname}{See ?NMscanData} \item{col.model}{See ?NMscanData} \item{as.fun}{See ?NMscanData} + +\item{fields}{Deprecated. Use `format`.} + +\item{fields.omega}{Deprecated. Use `format.omega`.} + +\item{fields.sigma}{Deprecated. Use `format.sigma`.} } \description{ When interpreting parameter estimates, it is often needed to @@ -54,4 +83,50 @@ values as obtained with `NMreadExt`. Off-diagonal omega and sigma elements will only be correctly treated if their num field specifies say 1-2 to specify it is covariance between 1 and 2. + +\code{SAME} elements in \code{$OMEGA} will be skipped altogether. +} +\examples{ + + +## notice, examples on explicitly stated lines. Most often in +## practice, one would use the file argument to automatically +## extract the $THETA, $OMEGA and $SIGMA sections from a control +## stream. + +text <- c(" + +$THETA (.1) ;[1]; LTVKA (mL/h) +$OMEGA BLOCK(3) +0.126303 ; IIV.CL ; 1 ;IIV ;Between-subject variability on CL;- +0.024 ; IIV.CL.V2.cov ; 1-2 ;IIV ;Covariance of BSV on CL and V2;- +0.127 ; IIV.V2 ; 2 ;IIV ;Between-subject variability on V2;- +0.2 ; IIV.CL.V3.cov ; 1-3 ;IIV ;Covariance of BSV on CL and V3;- +0.2 ; IIV.V2.V3.cov ; 2-3 ;IIV ;Covariance of BSV on V2 and V3;- +0.38 ; IIV.V3 ; 3 ;IIV ;Between-subject variability on V3;- +$OMEGA 0 FIX ; IIV.KA ; 4 ;IIV ;Between-subject variability on KA;- +$SIGMA 1 +") + lines <- strsplit(text,split="\n")[[1]] + +res <- NMreadParsText(lines=lines, +format="\%init;[\%num];\%symbol", +format.omega="\%init \%symbol ; \%num ; \%type ; \%label ; \%unit", +field.idx="num") + +## BLOCK() SAME are skipped +text <- c(" +$THETA +(0,0.1) ; THE1 - 1) 1st theta +(0,4.2) ; THE2 - 2) 2nd theta +$OMEGA 0.08 ; IIV.TH1 ; 1 ;IIV +$OMEGA BLOCK(1) +0.547465 ; IOV.TH1 ; 2 ;IOV +$OMEGA BLOCK(1) SAME +$OMEGA BLOCK(1) SAME") +lines <- strsplit(text,split="\n")[[1]] +res <- NMreadParsText(lines=lines, + format="\%init;\%symbol - \%idx) \%label", + format.omega="\%init; \%symbol ; \%idx ; \%label " + ) } diff --git a/man/NMreadTab.Rd b/man/NMreadTab.Rd index 06a3c467..e930b176 100644 --- a/man/NMreadTab.Rd +++ b/man/NMreadTab.Rd @@ -61,7 +61,7 @@ something else. If data.tables are wanted, use as.fun="data.table". The default can be configured using NMdataConf.} -\item{...}{Arguments passed to fread.} +\item{...}{Arguments passed to \code{data.table::fread()}.} } \value{ The Nonmem table data. diff --git a/man/getFilePaths.Rd b/man/getFilePaths.Rd index ac7d73d9..352d46d6 100644 --- a/man/getFilePaths.Rd +++ b/man/getFilePaths.Rd @@ -4,16 +4,20 @@ \alias{getFilePaths} \title{Internal interpretation of file specification options} \usage{ -getFilePaths(files = NULL, file.pattern = NULL, dir = NULL, quiet = FALSE) +getFilePaths(files = NULL, file.pattern = NULL, dir = NULL, quiet) } \arguments{ \item{files}{character vector of full file paths. Specify either files or both file.pattern and dir.} -\item{file.pattern}{A regular expression to look for in dir. If used, dir must also be supplied.} +\item{file.pattern}{A regular expression to look for in dir. If +used, dir must also be supplied.} \item{dir}{The directory i which to look for file.pattern. dir is -passed to list.files as pattern. If supplied, file.pattern must also be supplied.} +passed to list.files as pattern. If supplied, file.pattern +must also be supplied.} + +\item{quiet}{The default is not to be quiet.} } \value{ A character vector of full paths to files diff --git a/man/splitFields.Rd b/man/splitFields.Rd new file mode 100644 index 00000000..ec0ea322 --- /dev/null +++ b/man/splitFields.Rd @@ -0,0 +1,16 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/NMreadParsText.R +\name{splitFields} +\alias{splitFields} +\title{splitFields splits the fields format string into the splitters +and the variable names. NB, this is interpreting the user-provided +fields, it is not looking at control stream text,} +\usage{ +splitFields(format, spaces.split = FALSE) +} +\description{ +splitFields splits the fields format string into the splitters +and the variable names. NB, this is interpreting the user-provided +fields, it is not looking at control stream text, +} +\keyword{internal} diff --git a/man/tmpcol.Rd b/man/tmpcol.Rd index b24de93b..ad4224b3 100644 --- a/man/tmpcol.Rd +++ b/man/tmpcol.Rd @@ -4,7 +4,14 @@ \alias{tmpcol} \title{generate a name for a new data column that is not already in use.} \usage{ -tmpcol(data, names = NULL, base = "tmpcol", max.it = 100, prefer.plain = TRUE) +tmpcol( + data, + names = NULL, + base = "tmpcol", + i1 = 1, + max.it = 100, + prefer.plain = TRUE +) } \arguments{ \item{data}{The dataset to find a new element name for} @@ -16,6 +23,9 @@ matched. 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505a16da..5295e1a2 100644 --- a/tests/testthat/test_NMreadParText.R +++ b/tests/testthat/test_NMreadParText.R @@ -4,9 +4,14 @@ test_that("basic",{ fileRef <- "testReference/splitFields_01.rds" - res <- split.fields("%init;[%num2];%symbol") + res <- splitFields("%init;[%num2];%symbol") expect_equal_to_reference(res,fileRef) + if(F){ + res + readRDS(fileRef) + } + }) @@ -24,10 +29,15 @@ test_that("muref SAEM",{ NMdataConf(reset=T) NMdataConf(as.fun="data.table") - res <- NMreadParsText(file.mod) + res <- NMreadParsText(file.mod,format="%init;%symbol") expect_equal_to_reference(res,fileRef) - + + if(F){ + res + readRDS(fileRef) + } + }) @@ -39,7 +49,7 @@ test_that("merge with NMreadExt output",{ NMdataConf(reset=T) NMdataConf(as.fun="data.table") - res <- NMreadParsText(file.mod) + res <- NMreadParsText(file.mod,format="%init;%symbol") res <- mergeCheck( res, @@ -47,6 +57,12 @@ test_that("merge with NMreadExt output",{ by="parameter") expect_equal_to_reference(res,fileRef) + + if(F){ + res + readRDS(fileRef) + } + }) @@ -78,11 +94,15 @@ $SIGMA 0 FIX lines <- strsplit(text,split="\n")[[1]] res <- NMreadParsText(lines=lines,format="%init;[%num2];%symbol") -res expect_equal_to_reference(res,fileRef) + if(F){ + res + readRDS(fileRef) + } + }) @@ -105,9 +125,13 @@ $OMEGA 0 FIX res <- NMreadParsText(lines=lines,format="%init;[%num2];%symbol") - expect_equal_to_reference(res,fileRef) + if(F){ + res + readRDS(fileRef) + } + }) @@ -121,29 +145,65 @@ test_that("Complex OMEGA",{ text <- c(" ; matches format -$THETA (.1) ;[1]; LTVKA - -$OMEGA 0 FIX ; fake -$OMEGA BLOCK(4) -0.126303 ; IIV.CLP ; lognormalOm ;1 ;IIV ;Between-subject variability on CLP;- - 0.024 ; IIV.CLP.V2P.cov ; lognormalOm ;1-2 ;IIV ;Covariance of BSV on CLP and V2P;- - 0.127 ; IIV.V2P ; lognormalOm ;2 ;IIV ;Between-subject variability on V2P;- - 0.2 ; IIV.CLP.V3P.cov ; lognormalOm ;1-3 ;IIV ;Covariance of BSV on CLP and V3P;- - 0.2 ; IIV.V2P.V3P.cov ; lognormalOm ;2-3 ;IIV ;Covariance of BSV on V2P and V3P;- - 0.38 ; IIV.V3P ; lognormalOm ;3 ;IIV ;Between-subject variability on V3P;- - 0.3 ; IIV.CLP.V3M.cov ; lognormalOm ;1-4 ;IIV ;Covariance of BSV on CLP and V3M;- - 0.2 ; IIV.V2P.V3M.cov ; lognormalOm ;2-4 ;IIV ;Covariance of BSV on V2P and V3M;- - 0.59 ; IIV.V3P.V3M.cov ; lognormalOm ;3-4 ;IIV ;Covariance of BSV on V3P and V3M;- - 0.4 ; IIV.V3M ; lognormalOm ;4 ;IIV ;Between-subject variability on V3M;- - +$THETA (.1) ;[1]; LTVKA (mL/h) +$OMEGA BLOCK(3) +0.126303 ; IIV.CL ; 1 ;IIV ;Between-subject variability on CL;- + 0.024 ; IIV.CL.V2.cov ; 1-2 ;IIV ;Covariance of BSV on CL and V2;- + 0.127 ; IIV.V2 ; 2 ;IIV ;Between-subject variability on V2;- + 0.2 ; IIV.CL.V3.cov ; 1-3 ;IIV ;Covariance of BSV on CL and V3;- + 0.2 ; IIV.V2.V3.cov ; 2-3 ;IIV ;Covariance of BSV on V2 and V3;- + 0.38 ; IIV.V3 ; 3 ;IIV ;Between-subject variability on V3;- +$OMEGA 0 FIX ; IIV.KA ; 4 ;IIV ;Between-subject variability on KA;- $SIGMA 1 ") lines <- strsplit(text,split="\n")[[1]] - res <- NMreadParsText(lines=lines,format="%init;[%num2];%symbol",format.omega="%init ; %symbol ; %trans ; %num ; %panel ; %label ; %unit") + res <- NMreadParsText(lines=lines,format="%init;[%num];%symbol (%unit)", + format.omega="%init ; %symbol ; %num ; %type ; %label ; %unit",field.idx="num") + -res expect_equal_to_reference(res,fileRef) + if(F){ + res + readRDS(fileRef) + } + +}) + + +test_that("OMEGA SAME",{ + +### BLOCK SAME are being skipped + + fileRef <- "testReference/NMreadParText_07.rds" + + NMdataConf(reset=T) + NMdataConf(as.fun="data.table") + + text <- c(" +$THETA +(0,0.1) ; THE1 - 30) 1st theta + (0,4.2) ; THE2 - 31) 2nd theta +$OMEGA 0.08 ; IIV.TH1 ; 1 ;IIV + $OMEGA BLOCK(1) + 0.547465 ; IOV.TH1 ; 2 ;IOV +$OMEGA BLOCK(1) SAME +$OMEGA BLOCK(1) SAME") + + lines <- strsplit(text,split="\n")[[1]] + + res <- NMreadParsText(lines=lines, + format="%init;%symbol - %idx) %label", + format.omega="%init; %symbol ; %idx ; %label " + ) + + expect_equal_to_reference(res,fileRef) + + if(F){ + res + readRDS(fileRef) + } + }) diff --git a/tests/testthat/test_NMrelate.R b/tests/testthat/test_NMrelate.R index e2e449c7..84b354e3 100644 --- a/tests/testthat/test_NMrelate.R +++ b/tests/testthat/test_NMrelate.R @@ -1,10 +1,12 @@ -context("NMrelate") -source("../../devel/NMrelate.R") +if(F){ + context("NMrelate") + source("../../devel/NMrelate.R") -test_that("basic",{ - file.mod <- "testData/nonmem/xgxr032.mod" + test_that("basic",{ + file.mod <- "testData/nonmem/xgxr032.mod" - NMrelate(file.mod,type="eta") - NMrelate(file.mod,type="theta") - NMrelate(file.mod,type="sigma") -}) + NMrelate(file.mod,type="eta") + NMrelate(file.mod,type="theta") + NMrelate(file.mod,type="sigma") + }) +} From 9fc0bb891c0be22ff2bf665cb995cce2a63fd939 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sun, 14 Jul 2024 14:52:15 -0400 Subject: [PATCH 07/33] keeping NMreadTab as is for now --- R/NMextractText.R | 13 +++---------- R/NMreadExt.R | 1 + R/NMreadTab.R | 9 +-------- R/NMreadTabSlow.R | 1 - R/NMscanData.R | 8 ++++++-- R/NMwriteData.R | 2 +- R/deprecatedArg.R | 1 + R/getArgs.R | 12 ++++++++++++ devel/run_models.R | 9 +++++++++ devel/scripts/dsCreate_1.R | 2 +- devel/todo.org | 6 ++++-- tests/testthat/test_NMreadExt.R | 6 ++++++ tests/testthat/test_NMscanData.R | 15 +++++++++++++++ tests/testthat/test_NMscanTables.R | 5 +++++ tests/testthat/test_getArgs.R | 1 + 15 files changed, 66 insertions(+), 25 deletions(-) diff --git a/R/NMextractText.R b/R/NMextractText.R index 393280d6..81e1243f 100644 --- a/R/NMextractText.R +++ b/R/NMextractText.R @@ -73,8 +73,7 @@ NMextractText <- function(file, lines, text, section, char.section, type="mod", linesep="\n", ## deprecated arguments keepEmpty, keepName, - keepComments, asOne, - cleanSpaces + keepComments, asOne ){ nsection <- NULL @@ -89,7 +88,7 @@ NMextractText <- function(file, lines, text, section, char.section, keep.name <- deprecatedArg("keepName","keep.name",args=args) keep.comments <- deprecatedArg("keepComments","keep.comments",args=args) as.one <- deprecatedArg("asOne","as.one",args=args) - clean.spaces <- deprecatedArg("cleanSpaces","clean.spaces",args=args) + ## clean.spaces <- deprecatedArg("cleanSpaces","clean.spaces",args=args) if(!return%in%c("idx","text")) stop("text must be one of text or idx.") @@ -194,13 +193,7 @@ NMextractText <- function(file, lines, text, section, char.section, if(clean.spaces){ if(!return=="text") { - stop("cleanSpaces can only be TRUE if return=='text'") - } - cleanSpaces <- function(x,double=TRUE,lead=TRUE,trail=TRUE){ - if(double) x <- gsub(paste0(" +")," ",x) - if(lead) x <- sub(paste0("^ +"),"",x) - if(trail) x <- sub(paste0(" +$"),"",x) - x + stop("clean.spaces can only be TRUE if return=='text'") } ## result <- lapply(result,cleanSpaces) diff --git a/R/NMreadExt.R b/R/NMreadExt.R index 2291c9ec..f623b04c 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -139,6 +139,7 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m this.model <- modelname(file) NMreadTab(file,as.fun="data.table",quiet=TRUE,col.table.name=TRUE)[,(col.model):=this.model] }) + if(tableno=="min"){ res.NMdat <- lapply(res.NMdat,function(x)x[TABLENO==min(TABLENO)]) diff --git a/R/NMreadTab.R b/R/NMreadTab.R index 27bfbc10..3674132a 100644 --- a/R/NMreadTab.R +++ b/R/NMreadTab.R @@ -96,14 +96,6 @@ NMreadTab <- function(file,col.tableno,col.nmrep,col.table.name,header=TRUE,skip rm.col.tableno <- TRUE } - - ## function to strip strings from leading, trailing and duplicate spaces - cleanSpaces <- function(x){ - x <- sub("^ +","",x) - x <- sub(" +$","",x) - x <- gsub(" +"," ",x) - x - } ## arg checks if(!is.character(file)) stop("file should be a character string",call.=FALSE) @@ -120,6 +112,7 @@ NMreadTab <- function(file,col.tableno,col.nmrep,col.table.name,header=TRUE,skip if(!header) skip <- 0 } dt1 <- fread(file,fill=TRUE,header=header,skip=skip,...) + ## dt1 <- fread(file,fill=TRUE,...) cnames <- copy(colnames(dt1)) if(!quiet){ diff --git a/R/NMreadTabSlow.R b/R/NMreadTabSlow.R index bccf89ad..12b0654f 100644 --- a/R/NMreadTabSlow.R +++ b/R/NMreadTabSlow.R @@ -27,7 +27,6 @@ NMreadTabSlow <- function(file){ lines <- readLines(file) idx.tabstart <- grep("^TABLE NO",lines) - idx.tabstart dt.ts2 <- data.table(idx=c(idx.tabstart,length(lines)+1)) dt.ts3 <- data.table(start=dt.ts2[-.N],end=dt.ts2[-1]-1) dt.ts3[,tableno:=sub(" *TABLE NO\\. +([1-9][0-9]*).*","\\1",lines[start.idx])] diff --git a/R/NMscanData.R b/R/NMscanData.R index 4f398e56..3101e88b 100644 --- a/R/NMscanData.R +++ b/R/NMscanData.R @@ -237,7 +237,11 @@ NMscanData <- function(file, col.row, use.input, merge.by.row, ## if null, col.tableno will later be set to TRUE if TABLENO varies ## deprecated 2023-06-20 - use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats` instead. Overwriting `formats.read`.") + args <- getArgs2(sys.call(),parent.frame()) + ##:ess-bp-start::conditional@:## +browser(expr={TRUE})##:ess-bp-end:## + + use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats` instead. Overwriting `formats.read`.",args=args) if(!is.null(use.rds)&&use.rds){ formats.read <- c("rds","csv") } @@ -258,7 +262,7 @@ NMscanData <- function(file, col.row, use.input, merge.by.row, ## if(missing(col.tableno)) col.tableno <- NULL if(!missing(tab.count)||!missing(col.nmrep)){ - args <- getArgs() + ## args <- getArgs() col.nmrep <- deprecatedArg(oldarg="tab.count",newarg="col.nmrep",args=args) } diff --git a/R/NMwriteData.R b/R/NMwriteData.R index 6583886f..7675dd0e 100644 --- a/R/NMwriteData.R +++ b/R/NMwriteData.R @@ -378,7 +378,7 @@ NMwriteData <- function(data,file,formats.write=c("csv","rds"), do.call(write_fst,append(list(x=data,path=file.fst),args.write_fst)) files.written <- c(files.written,file.fst) } - + ## write meta data for csv and fst if(doStamp && any(c("fst","csv")%in%formats.write)){ diff --git a/R/deprecatedArg.R b/R/deprecatedArg.R index e904f4b8..2c44cd79 100644 --- a/R/deprecatedArg.R +++ b/R/deprecatedArg.R @@ -67,3 +67,4 @@ deprecatedArg <- function(oldarg,newarg,args,msg=NULL,which=2){ } + diff --git a/R/getArgs.R b/R/getArgs.R index a08223cc..9aaa32fa 100644 --- a/R/getArgs.R +++ b/R/getArgs.R @@ -29,3 +29,15 @@ getArgs <- function(which = 1) { eval(cl, parent.frame(which+1)) } + +getArgs2 <- function(call,env) { + ##cl <- sys.call(-which) + + f1 <- eval(call[[1]], env) + ## cl <- match.call(definition = f1, call = cl) + cl <- match.call(definition=f1, call=call,envir=env) + cl[[1]] <- quote(list) + ##eval(cl, parent.frame(which)) + eval(cl, env) +} + diff --git a/devel/run_models.R b/devel/run_models.R index 37415097..e4c9a253 100644 --- a/devel/run_models.R +++ b/devel/run_models.R @@ -7,6 +7,9 @@ load_all("~/wdirs/NMsim",export_all = FALSE) NMdataConf(path.nonmem="/opt/nonmem/nm751/run/nmfe75") NMdataConf(dir.psn="/opt/psn") +NMdataConf(path.nonmem="/opt/NONMEM/nm75/run/nmfe75") +NMdataConf(as.fun="data.table") + NMexec("../tests/testthat/testData/nonmem/xgxr004.mod",sge=FALSE) NMexec("../tests/testthat/testData/nonmem/xgxr014.mod",sge=FALSE) @@ -15,6 +18,7 @@ NMexec("../tests/testthat/testData/nonmem/xgxr033.mod",sge=FALSE) NMexec("../inst/examples/nonmem/xgxr031.mod",sge=FALSE) NMexec("../inst/examples/nonmem/xgxr032.mod",sge=FALSE) +NMexec("../inst/examples/nonmem/xgxr132.mod",sge=FALSE) @@ -33,3 +37,8 @@ simres <- NMsim(file.mod="../tests/testthat/testData/nonmem/xgxr014.mod", name.sim="subprobs", path.nonmem="/opt/nonmem/nm751/run/nmfe75") + +file.mod <- "../inst/examples/nonmem/xgxr132.mod" +NMexec(file.mod,sge=FALSE) + +NMreadExt(file.mod) diff --git a/devel/scripts/dsCreate_1.R b/devel/scripts/dsCreate_1.R index 1ed985ff..ae540832 100644 --- a/devel/scripts/dsCreate_1.R +++ b/devel/scripts/dsCreate_1.R @@ -7,7 +7,7 @@ library(ggplot2) ### pmxtricks is only used for individual plotting, so it's not necessary. ## we need to ensure a specific version of pmxtricks is used. 0.0.7 is a candidate -library(remotes) +## library(remotes) ## install_github("philipdelff/pmxtricks") ## library(pmxtricks) diff --git a/devel/todo.org b/devel/todo.org index fced56df..565180dd 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -426,8 +426,10 @@ if return="iterations" only return iterations ***** TODO Include path to file ***** TODO Include $TABLE statement ***** TODO Potentially include info generated by NMscanTables that should belong to NMreadTab +*** NMreadTabSlow +**** TODO [#A] Only handle Table numbers if "TABLE..." strings found *** NMreadParsText -**** TODO [#A] order columns - created ones to the right +**** DONE [#A] order columns - created ones to the right **** DONE change num to idx and include a field.idx so user can specify what to use. If idx is not taken from fields, it should not come out in the results. @@ -437,7 +439,7 @@ in which case "; [" is a delimiter **** DONE Empty fields make it break Like ;1;CL;;;mL/h **** TODO [#B] Handle SAME -***** TODO [#A] Include test so we at least know what happens +***** DONE [#A] Include test so we at least know what happens *** NMreadSection **** DONE error returned when return="idx" and no section specified :Bug: **** TODO [#B] return="text"/"idx" should be return.idx=TRUE/FALSE instead diff --git a/tests/testthat/test_NMreadExt.R b/tests/testthat/test_NMreadExt.R index 5e55ff1c..6e819074 100644 --- a/tests/testthat/test_NMreadExt.R +++ b/tests/testthat/test_NMreadExt.R @@ -10,6 +10,12 @@ test_that("basic - pars",{ res <- NMreadExt(file=file.ext,as.fun="data.table") expect_equal_to_reference(res,fileRef) + + if(F){ + res[1:4] + readRDS(fileRef)[1:4] + } + }) test_that("basic - all",{ diff --git a/tests/testthat/test_NMscanData.R b/tests/testthat/test_NMscanData.R index 06ab589b..4499ab9d 100644 --- a/tests/testthat/test_NMscanData.R +++ b/tests/testthat/test_NMscanData.R @@ -979,4 +979,19 @@ test_that("csv vs rds vs fst",{ expect_equal_to_reference(res,fileRef,version=2) +}) + +test_that("inside lappy",{ +### there are issues running NMdata functions in lapply - probably due to getArgs + + lsts <- c( "testData/nonmem/xgxr013.lst", "testData/nonmem/xgxr014.lst") + + res1 <- NMscanData(lsts[1]) + res1 <- NMscanData(lsts[2]) + + res.all <- lapply(lsts,NMscanData) + + + + }) diff --git a/tests/testthat/test_NMscanTables.R b/tests/testthat/test_NMscanTables.R index add2a3db..7848b37d 100644 --- a/tests/testthat/test_NMscanTables.R +++ b/tests/testthat/test_NMscanTables.R @@ -19,6 +19,11 @@ test_that("Multiple output table formats",{ writeNMinfo(res.dt,meta) expect_equal_to_reference(res.dt,fileRef,version=2) + if(F){ + res.dt + readRDS(fileRef) + } + ## test that we have data.tables from using as.fun=none expect_true(all(unlist(lapply(res.dt,is.data.table)))) diff --git a/tests/testthat/test_getArgs.R b/tests/testthat/test_getArgs.R index 1311eeaa..763513d4 100644 --- a/tests/testthat/test_getArgs.R +++ b/tests/testthat/test_getArgs.R @@ -65,3 +65,4 @@ if(F){ fun2.bar(a=1,b=2) } + From fa40e41a6557328926f51ca238548d46971d4ad9 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sun, 14 Jul 2024 14:53:28 -0400 Subject: [PATCH 08/33] forgot two files --- R/cleanSpaces.R | 7 +++++++ tests/testthat/testReference/NMreadParText_06.rds | Bin 0 -> 533 bytes 2 files changed, 7 insertions(+) create mode 100644 R/cleanSpaces.R create mode 100644 tests/testthat/testReference/NMreadParText_06.rds diff --git a/R/cleanSpaces.R b/R/cleanSpaces.R new file mode 100644 index 00000000..25cbcf91 --- /dev/null +++ b/R/cleanSpaces.R @@ -0,0 +1,7 @@ +##' @param internal +cleanSpaces <- function(x,double=TRUE,lead=TRUE,trail=TRUE){ + if(double) x <- gsub(paste0(" +")," ",x) + if(lead) x <- sub(paste0("^ +"),"",x) + if(trail) x <- sub(paste0(" +$"),"",x) + x +} diff --git a/tests/testthat/testReference/NMreadParText_06.rds b/tests/testthat/testReference/NMreadParText_06.rds new file mode 100644 index 0000000000000000000000000000000000000000..fb47b0dbd10e42d8eea6914ad929c45edb900b89 GIT binary patch literal 533 zcmV+w0_y!AiwFP!000001I<+5PunmMc76e^RB31uk0`t`iF%1$4PF5;s8+NGs)#q_ zw5|wB9h9U%-}tY2gE@)qx(3QLZPFrLb@%zp-FN3pFWUeB8@QGQY=^tfXZ}-RpSZPv z%MAc`7lvPizY)L?eZv73u@}Gq^%g;h_C??X5WRNY0OA8h_rLcqMPP+SRSp=A6Lw`9 z3oS4y#X-uol+$}Jy*C&}KMqB(*6&B~cp#!q6Tt|k%)@ zb-eJ$9Q1VX^;!z<{-I;0ma!NT7w{L{)kSuWXn9X5>lU;4hK@@Aj^qi6lQb#ke#U$? z>FwjJK4K&4XA}SEB5IC(!p6QD_DAUyadkSpk`2|>D&mX#Ti^eNpnM4E6?tsR99VsU0niSo+q<~QA!Hgf-O59laj!a z#3@}uCRH&b!6r-?ug^#d3z|-HI^p1!uxDZa-F&=+jp+mLxYO+B(qa4RN@ZTGyS}bo XC79cKr9%50>VAI#*l2*14F>=K_u~K` literal 0 HcmV?d00001 From 81a159d6d84419b2a023936da5d56ae4b0cd6fe0 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Tue, 16 Jul 2024 06:05:33 -0400 Subject: [PATCH 09/33] getArgs changed to always require call and environment --- DESCRIPTION | 2 +- NEWS.md | 18 ++++++++++++++++++ R/NMcheckDataFile.R | 3 ++- R/NMdataConf.R | 3 ++- R/NMextractText.R | 4 ++-- R/NMreadExt.R | 3 ++- R/NMreadParsText.R | 3 ++- R/NMreadPhi.R | 3 ++- R/NMreadSection.R | 3 ++- R/NMscanData.R | 4 +--- R/NMscanInput.R | 5 +++-- R/NMscanTables.R | 3 ++- R/NMwriteData.R | 7 ++++--- R/addTAPD.R | 3 ++- R/cleanSpaces.R | 11 ++++++++++- R/compareCols.R | 2 +- R/deprecatedArg.R | 3 ++- R/dims.R | 3 ++- R/findCovs.R | 3 ++- R/findVars.R | 3 ++- R/getArgs.R | 27 +-------------------------- devel/todo.org | 7 ++++--- man/NMextractText.Rd | 5 +---- man/getArgs.Rd | 2 +- tests/testthat/test_NMscanData.R | 19 +++++++++++++------ tests/testthat/test_deprecatedArg.R | 3 ++- tests/testthat/test_getArgs.R | 2 +- 27 files changed, 87 insertions(+), 67 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index f1f65cb1..32561134 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: NMdata Type: Package Title: Preparation, Checking and Post-Processing Data for PK/PD Modeling -Version: 0.1.6.903 +Version: 0.1.6.912 Authors@R: c(person(given="Philip", family="Delff", email = "philip@delff.dk", diff --git a/NEWS.md b/NEWS.md index 952cad79..5b937a1a 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,11 +1,29 @@ # 0.1.7 +## New features +* NMreadPartab has been generalized to support comment formats very + generally. `NMreadPartab()` reads te comments in `$THETA`, `$OMEGA` + and `$SIGMA` sections, splits them into variables, and organizes + those variables in a parameter table. With this upgrade, pretty much + any structure should be supported as long as delimitors are not + alphabetic or numeric (so any special characters should + work). Notice, delimitors can change between fields . Example: + "$THETA 1.4 ; 3 - CL (Clearance) [L/h]" would be matched by + `NMreadPartab(...,format="%init ;%idx-%symbol(%label)[%unit]")` + which would then return a table including columns init, idx, symbol, + label, and unit. The comments must be systematic within say `$THETA` + but the format can be different for `$OMEGA` and `$SIGMA`. See + examples in `?NMreadParTab`. + ## Bugfixes * `NMscanInput()` and `NMreadCsv()` could fail if file names had no extensions. Fixed. * `NMreplaceDataFile()` now works on directories and regular expressions to find models to update. + +* Some internal functions would make some functions including + `NMscanData()` fail if used within `lapply()`. Fixed. # 0.1.6 diff --git a/R/NMcheckDataFile.R b/R/NMcheckDataFile.R index 74eaddbf..57722f1f 100644 --- a/R/NMcheckDataFile.R +++ b/R/NMcheckDataFile.R @@ -50,7 +50,8 @@ NMcheckDataFile <- function(file,col.row,col.id="ID",formats.read="csv",quiet=FA messageWrap("use.input=FALSE not allowed",track.msg = TRUE,fun.msg=stop) } - use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats.read` instead. Overwriting `formats.read`.") + args <- getArgs(sys.call(),parent.frame()) + use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats.read` instead. Overwriting `formats.read`.",args=args) if(!is.null(use.rds)&&use.rds){ formats.read <- c("rds","csv") } diff --git a/R/NMdataConf.R b/R/NMdataConf.R index 9a6f867b..fe3b9fb8 100644 --- a/R/NMdataConf.R +++ b/R/NMdataConf.R @@ -232,7 +232,8 @@ NMdataConf <- function(...,allow.unknown=FALSE){ val <- NMdataDecideOption("use.rds",val,allow.unknown=allow.unknown) if(!is.null(val)){ - args1 <- getArgs() + ##args1 <- getArgs() + args1 <- getArgs(sys.call(),parent.frame()) deprecatedArg(oldarg="use.rds",args=args1) message("overwriting `formats.read`") dots[["formats.read"]] <- c("csv") diff --git a/R/NMextractText.R b/R/NMextractText.R index 81e1243f..3b0fb648 100644 --- a/R/NMextractText.R +++ b/R/NMextractText.R @@ -55,7 +55,6 @@ ##' @param keepEmpty Deprecated. See keep.empty. ##' @param keepName Deprecated. See keep.name. ##' @param asOne Deprecated. See as.one. -##' @param cleanSpaces Deprecated. See clean.spaces. ##' @return character vector with extracted lines. ##' @details This function is planned to get a more general name and ##' then be called by NMreadSection. @@ -81,7 +80,8 @@ NMextractText <- function(file, lines, text, section, char.section, #### Section start: Pre-process arguments #### - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) ### deprecated since 2023-06-14: keepEmpty, keepName, keepComments, asOne, cleanSpaces keep.empty <- deprecatedArg("keepEmpty","keep.empty",args=args) diff --git a/R/NMreadExt.R b/R/NMreadExt.R index f623b04c..0dff1b43 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -104,7 +104,8 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m stop("tableno must be either one of the character strings min, max, all or an integer greater than zero.") } - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) if(missing(file.ext)) file.ext <- NULL file <- deprecatedArg("file.ext","file",args=args) diff --git a/R/NMreadParsText.R b/R/NMreadParsText.R index 2aefebde..f67ebf73 100644 --- a/R/NMreadParsText.R +++ b/R/NMreadParsText.R @@ -140,7 +140,8 @@ NMreadParsText <- function(file,lines,format, if(missing(modelname)) modelname <- NULL modelname <- NMdataDecideOption("modelname",modelname) - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) ## deprecated since 2024-07-09 - v0.1.7 if(!missing(fields)) { diff --git a/R/NMreadPhi.R b/R/NMreadPhi.R index 6163fc96..ce386580 100644 --- a/R/NMreadPhi.R +++ b/R/NMreadPhi.R @@ -41,7 +41,8 @@ NMreadPhi <- function(file,as.fun,modelname,col.model,auto.ext,file.phi){ modelname <- NMdataDecideOption("modelname",modelname) if(missing(auto.ext) || is.null(auto.ext)) auto.ext <- TRUE - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) if(missing(file.phi)) file.phi <- NULL file <- deprecatedArg("file.phi","file",args=args) diff --git a/R/NMreadSection.R b/R/NMreadSection.R index 08f14436..02270aa2 100644 --- a/R/NMreadSection.R +++ b/R/NMreadSection.R @@ -59,7 +59,8 @@ NMreadSection <- function(file=NULL, lines=NULL, text=NULL, section, return="tex keepComments, asOne, cleanSpaces, ...){ - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) as.one <- deprecatedArg("asOne","as.one",args=args) clean.spaces <- deprecatedArg("cleanSpaces","clean.spaces",args=args) keep.empty <- deprecatedArg("keepEmpty","keep.empty",args=args) diff --git a/R/NMscanData.R b/R/NMscanData.R index 3101e88b..09bf71a4 100644 --- a/R/NMscanData.R +++ b/R/NMscanData.R @@ -237,9 +237,7 @@ NMscanData <- function(file, col.row, use.input, merge.by.row, ## if null, col.tableno will later be set to TRUE if TABLENO varies ## deprecated 2023-06-20 - args <- getArgs2(sys.call(),parent.frame()) - ##:ess-bp-start::conditional@:## -browser(expr={TRUE})##:ess-bp-end:## + args <- getArgs(sys.call(),parent.frame()) use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats` instead. Overwriting `formats.read`.",args=args) if(!is.null(use.rds)&&use.rds){ diff --git a/R/NMscanInput.R b/R/NMscanInput.R index 7a4e9cd9..7110a2da 100644 --- a/R/NMscanInput.R +++ b/R/NMscanInput.R @@ -128,7 +128,8 @@ NMscanInput <- function(file, formats.read, file.mod, dir.data=NULL, } col.row <- NMdataDecideOption("col.row",col.row) - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) apply.filters <- deprecatedArg(oldarg="applyFilters",newarg="apply.filters",args=args) if(missing(quiet)) quiet <- NULL @@ -141,7 +142,7 @@ NMscanInput <- function(file, formats.read, file.mod, dir.data=NULL, args.fread <- NMdataDecideOption("args.fread",args.fread) args.fst <- list(as.data.table=TRUE) - use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats.read` instead. Overwriting `formats.read`.") + use.rds <- deprecatedArg(oldarg="use.rds",msg="Use `formats.read` instead. Overwriting `formats.read`.",args=args) if(!is.null(use.rds)&&use.rds){ formats.read <- c("rds","csv") } diff --git a/R/NMscanTables.R b/R/NMscanTables.R index 47fb7379..db4a9fda 100644 --- a/R/NMscanTables.R +++ b/R/NMscanTables.R @@ -84,7 +84,8 @@ NMscanTables <- function(file,as.fun,quiet,col.nmrep=TRUE,col.tableno=FALSE,col. col.row <- NMdataDecideOption("col.row",col.row) ## if(!missing(details)) message("NMscanTables: argument details is deprecated.") - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) deprecatedArg(oldarg="details",args=args) dir <- dirname(file) diff --git a/R/NMwriteData.R b/R/NMwriteData.R index 7675dd0e..e0ddc012 100644 --- a/R/NMwriteData.R +++ b/R/NMwriteData.R @@ -134,7 +134,8 @@ NMwriteData <- function(data,file,formats.write=c("csv","rds"), write.RData=FALSE write.rds=FALSE } - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) args.write.depr <- c("write.rds","write.csv","write.RData") if(any(args.write.depr %in% names(args))) { @@ -192,7 +193,7 @@ NMwriteData <- function(data,file,formats.write=c("csv","rds"), ## if args.NMgenText is used, the deprecated ags are not allowed ## all.args <- as.list(match.call(expand.dots=FALSE)) ## These were deprecated way before 2023-06-13 - all.args <- getArgs() + ## all.args <- getArgs() if(missing(args.NMgenText)) { args.NMgenText <- NULL } else { @@ -201,7 +202,7 @@ NMwriteData <- function(data,file,formats.write=c("csv","rds"), ,fun.msg=stop) } } - used.args.depr <- all.args[names(all.args)%in%args.text.depr] + used.args.depr <- args[names(args)%in%args.text.depr] if(length(used.args.depr)>0){ names.used.ad <- names(used.args.depr) names.used.ad[names.used.ad=="nm.drop"] <- "drop" diff --git a/R/addTAPD.R b/R/addTAPD.R index b569f406..a719d99b 100644 --- a/R/addTAPD.R +++ b/R/addTAPD.R @@ -85,7 +85,8 @@ addTAPD <- function(data,col.time="TIME",col.evid="EVID",col.amt="AMT",col.tpdos ### Section end: Dummy variables, only not to get NOTE's in pacakge checks - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) deprecatedArg("col.ndoses","col.doscumn",args=args) if(missing(as.fun)) as.fun <- NULL diff --git a/R/cleanSpaces.R b/R/cleanSpaces.R index 25cbcf91..5ff01b77 100644 --- a/R/cleanSpaces.R +++ b/R/cleanSpaces.R @@ -1,4 +1,13 @@ -##' @param internal +##' Drop leading, trailing and repeated spaces in character strings +##' @param x A vector of character strings to modify +##' @param double Replace any number of consecutive blank spaces by a +##' single blank. Default is TRUE. +##' @param lead Drop spaces before first non-empty character. Default +##' is TRUE. +##' @param trail Drop spaces after last non-empty character. Default +##' is TRUE. +##' @keywords internal +##' cleanSpaces <- function(x,double=TRUE,lead=TRUE,trail=TRUE){ if(double) x <- gsub(paste0(" +")," ",x) if(lead) x <- sub(paste0("^ +"),"",x) diff --git a/R/compareCols.R b/R/compareCols.R index 0d78edbd..12f1eabd 100644 --- a/R/compareCols.R +++ b/R/compareCols.R @@ -83,7 +83,7 @@ compareCols <- function(...,list.data,keep.names=TRUE,test.equal=FALSE,diff.only - args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) ## deprecated since 2023-06-10 diff --git a/R/deprecatedArg.R b/R/deprecatedArg.R index 2c44cd79..534c8c1f 100644 --- a/R/deprecatedArg.R +++ b/R/deprecatedArg.R @@ -34,7 +34,8 @@ deprecatedArg <- function(oldarg,newarg,args,msg=NULL,which=2){ ## args <- callArgs(-2,env) if(missing(args) || is.null(args)){ - args <- getArgs(which=which) + stop("calling deprecatedArg without args is deprecated.") + ##args <- getArgs(which=which) } names.args <- names(args) diff --git a/R/dims.R b/R/dims.R index f8cb5084..56bb1794 100644 --- a/R/dims.R +++ b/R/dims.R @@ -20,7 +20,8 @@ dims <- function(...,list.data,keep.names=TRUE,as.fun=NULL,keepNames){ ## Was deprecated way before 2023-06-10. keepNames was deprecated in compareCols on that date. - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) keep.names <- deprecatedArg("keepNames","keep.names",args=args) ## if(!missing(keepNames)){ diff --git a/R/findCovs.R b/R/findCovs.R index b9c7897f..4ccfe157 100644 --- a/R/findCovs.R +++ b/R/findCovs.R @@ -53,7 +53,8 @@ findCovs <- function(data,by=NULL,cols.id,as.fun=NULL){ ## check arguments - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) by <- deprecatedArg("cols.id","by",args=args) if(!is.data.frame(data)){ diff --git a/R/findVars.R b/R/findVars.R index 4142c327..7b0eb051 100644 --- a/R/findVars.R +++ b/R/findVars.R @@ -43,7 +43,8 @@ findVars <- function(data,by=NULL,cols.id,as.fun=NULL){ ## check arguments - args <- getArgs() + ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) by <- deprecatedArg("cols.id",newarg="by",args=args) if(!is.data.frame(data)){ diff --git a/R/getArgs.R b/R/getArgs.R index 9aaa32fa..88795b8d 100644 --- a/R/getArgs.R +++ b/R/getArgs.R @@ -5,32 +5,7 @@ ##' @family arguments ##' @keywords internal -## getArgs <- function(which=1){ - -## cl <- sys.call(-which) -## ## f1 <- get(as.character(cl[[1]]), mode="function", sys.frame(-which-1)) -## ## accordng to Hadley, this is "better" -## ls.par <- ls(pos=parent.frame(n=1)) - -## f1 <- eval(cl[[1]], parent.frame(which)) -## cl <- match.call(definition=f1, call=cl,envir=parent.frame(which+1)) -## as.list(cl)[-1] -## } - - -getArgs <- function(which = 1) { - cl <- sys.call(-which) - - f1 <- eval(cl[[1]], parent.frame(which)) - ## cl <- match.call(definition = f1, call = cl) - cl <- match.call(definition=f1, call=cl,envir=parent.frame(which+1)) - cl[[1]] <- quote(list) - ##eval(cl, parent.frame(which)) - eval(cl, parent.frame(which+1)) -} - - -getArgs2 <- function(call,env) { +getArgs <- function(call,env) { ##cl <- sys.call(-which) f1 <- eval(call[[1]], env) diff --git a/devel/todo.org b/devel/todo.org index 565180dd..7e854c67 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -124,7 +124,8 @@ Apply elementwise to fn. Must be same length as fn then. **** DONE fnExtension("run.lst") should return lst **** DONE Make internal in tracee *** getArgs -**** TODO [#A] Make sure functions that use it can work with lapply +**** DONE Make sure functions that use it can work with lapply +Solved by alway passing call and environment *** NMcheckColNames **** return input column names and Nonmem interpretation for user to spot errors **** Bad name, what could we call it? @@ -446,7 +447,7 @@ Like ;1;CL;;;mL/h It would be easier to remember *** TODO [#A] NMrelate *** NMreplaceDataFile -**** TODO [#A] Fails on dir+file.pattern +**** DONE Fails on dir+file.pattern **** DONE Implement function **** DONE Tests *** NMscanInput @@ -686,7 +687,7 @@ Not warning. Warning if standard variable? **** DONE Don't warn about missing SS, ADDL, II **** DONE Polish *** flagsAssign -**** TODO [#A] flag.n should be factor +**** TODO [#A] flag.c should be factor And flagsCount should retain them Was this supposed to be flag.c? **** DONE flagsCount should not require a flag table diff --git a/man/NMextractText.Rd b/man/NMextractText.Rd index bb3e3e74..ff03ebf3 100644 --- a/man/NMextractText.Rd +++ b/man/NMextractText.Rd @@ -24,8 +24,7 @@ NMextractText( keepEmpty, keepName, keepComments, - asOne, - cleanSpaces + asOne ) } \arguments{ @@ -99,8 +98,6 @@ how lines should be separated.} \item{keepComments}{Deprecated. See keep.comments.} \item{asOne}{Deprecated. See as.one.} - -\item{cleanSpaces}{Deprecated. See clean.spaces.} } \value{ character vector with extracted lines. diff --git a/man/getArgs.Rd b/man/getArgs.Rd index b869adce..605cb468 100644 --- a/man/getArgs.Rd +++ b/man/getArgs.Rd @@ -4,7 +4,7 @@ \alias{getArgs} \title{Get provided arguments as a named list} \usage{ -getArgs(which = 1) +getArgs(call, env) } \arguments{ \item{which}{How many environment levels to go up to look for diff --git a/tests/testthat/test_NMscanData.R b/tests/testthat/test_NMscanData.R index 4499ab9d..ccf4a0d2 100644 --- a/tests/testthat/test_NMscanData.R +++ b/tests/testthat/test_NMscanData.R @@ -984,14 +984,21 @@ test_that("csv vs rds vs fst",{ test_that("inside lappy",{ ### there are issues running NMdata functions in lapply - probably due to getArgs - lsts <- c( "testData/nonmem/xgxr013.lst", "testData/nonmem/xgxr014.lst") - - res1 <- NMscanData(lsts[1]) - res1 <- NMscanData(lsts[2]) - - res.all <- lapply(lsts,NMscanData) + lsts <- c( "testData/nonmem/xgxr014.lst", "testData/nonmem/xgxr032.lst") + res1 <- NMscanData(lsts[1],as.fun="data.table") + res2 <- NMscanData(lsts[2],as.fun="data.table") + res.all <- rbindlist(lapply(lsts,NMscanData,as.fun="data.table"),fill=T ) + + + dims1 <- dims( + rbind(res1,res2,fill=T) + , + res.all + ) + expect_equal(dims1[,uniqueN(nrows)],1) + expect_equal(dims1[,uniqueN(ncols)],1) }) diff --git a/tests/testthat/test_deprecatedArg.R b/tests/testthat/test_deprecatedArg.R index f7422cae..a99a7e43 100644 --- a/tests/testthat/test_deprecatedArg.R +++ b/tests/testthat/test_deprecatedArg.R @@ -5,7 +5,8 @@ test_that("basic",{ fun1 <- function(a=1,b=2){ ## b is deprecated - a <- deprecatedArg("b","a") + args <- getArgs(sys.call(),parent.frame()) + a <- deprecatedArg("b","a",args=args) a } diff --git a/tests/testthat/test_getArgs.R b/tests/testthat/test_getArgs.R index 763513d4..471f0390 100644 --- a/tests/testthat/test_getArgs.R +++ b/tests/testthat/test_getArgs.R @@ -6,7 +6,7 @@ test_that("basic",{ fun1 <- function(a=1,b=2,c){ ## browser() - getArgs() + getArgs(sys.call(),parent.frame()) } From 2e12dc5e4d1d011c4280773f99420fff65a76113 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sat, 20 Jul 2024 15:38:29 -0400 Subject: [PATCH 10/33] NMrelate at a first functional draft - needs polish --- NEWS.md | 15 +++- R/NMexpandDoses.R | 4 +- R/NMreadExt.R | 23 ++---- R/NMrelate.R | 42 ++++++++++ R/NMrelateOne.R | 144 +++++++++++++++++++++++++++++++++ R/addParType.R | 19 +++++ R/dims.R | 1 - R/getLines.R | 43 ++++++++++ devel/todo.org | 22 ++++- man/cleanSpaces.Rd | 24 ++++++ tests/testthat/test_NMrelate.R | 54 ++++++++++--- 11 files changed, 353 insertions(+), 38 deletions(-) create mode 100644 R/NMrelate.R create mode 100644 R/NMrelateOne.R create mode 100644 R/addParType.R create mode 100644 R/getLines.R create mode 100644 man/cleanSpaces.Rd diff --git a/NEWS.md b/NEWS.md index 5b937a1a..81e704de 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,8 +1,8 @@ # 0.1.7 ## New features -* NMreadPartab has been generalized to support comment formats very - generally. `NMreadPartab()` reads te comments in `$THETA`, `$OMEGA` +* `NMreadPartab()` has been generalized to support comment formats very + generally. `NMreadPartab()` reads the comments in `$THETA`, `$OMEGA` and `$SIGMA` sections, splits them into variables, and organizes those variables in a parameter table. With this upgrade, pretty much any structure should be supported as long as delimitors are not @@ -14,6 +14,12 @@ label, and unit. The comments must be systematic within say `$THETA` but the format can be different for `$OMEGA` and `$SIGMA`. See examples in `?NMreadParTab`. + +* `NMrelate()` is a new automated approach to label parameters. It + interprets Nonmem code and provides labels used in the control + stream. If the line `TVCL=THETA(1)` is the only line in the code + that references THETA(1), `NMrelate()` will return a label + `TVCL`. ## Bugfixes * `NMscanInput()` and `NMreadCsv()` could fail if file names had no @@ -25,6 +31,11 @@ * Some internal functions would make some functions including `NMscanData()` fail if used within `lapply()`. Fixed. +* `NMexpandDoses()` would give a warning if `length(cols.id)>1`. Fixed. + +* `NMreadExt()` would mess up iterations and parameter estimates if + `as.fun` was set to returning something else than `data.table`s. Fixed. + # 0.1.6 ## New features diff --git a/R/NMexpandDoses.R b/R/NMexpandDoses.R index 7a366140..c616cbc4 100644 --- a/R/NMexpandDoses.R +++ b/R/NMexpandDoses.R @@ -79,8 +79,8 @@ NMexpandDoses <- function(data,col.time="TIME",col.id="ID",col.evid="EVID",track return(data) } - if(!col.id%in%colnames(data)){ - stop("col.id must refer to a name of an existing column in data.") + if(!all(col.id%in%colnames(data))){ + stop("col.id must refer to names of existing columns in data (most often just one column).") } if(!col.time%in%colnames(data)){ stop("col.time must refer to a name of an existing column in data.") diff --git a/R/NMreadExt.R b/R/NMreadExt.R index 0dff1b43..dfc0a0ce 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -121,21 +121,6 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m } - addPartype <- function(pars){ - pars[,par.type:=NA_character_] - pars[grepl("^THETA",parameter),par.type:="THETA"] - pars[grepl("^OMEGA",parameter),par.type:="OMEGA"] - pars[grepl("^SIGMA",parameter),par.type:="SIGMA"] - pars[par.type=="THETA",i:=sub("THETA([0-9]+)","\\1",parameter)] - pars[par.type=="OMEGA",i:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",parameter)] - pars[par.type=="OMEGA",j:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\2",parameter)] - pars[par.type=="SIGMA",i:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\1",parameter)] - pars[par.type=="SIGMA",j:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\2",parameter)] - cols <- cc(i,j) - pars[,(cols):=lapply(.SD,as.integer),.SDcols=cols] - pars[] - } - res.NMdat <- lapply(file,function(file){ this.model <- modelname(file) NMreadTab(file,as.fun="data.table",quiet=TRUE,col.table.name=TRUE)[,(col.model):=this.model] @@ -186,14 +171,14 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m pars <- melt(pars,id.vars=cc(model,TABLENO,NMREP,table.step,ITERATION,variable),variable.name="parameter") pars <- dcast(pars,model+TABLENO+NMREP+table.step+parameter~variable,value.var="value") - pars <- addPartype(pars) + pars <- addParType(pars) } ## what to do about OBJ? Disregard? And keep in a iteration table instead? iterations <- res.NMdat[as.numeric(ITERATION)>(-1e9),!("variable")] iterations <- addTableStep(iterations,keep.table.name=FALSE) iterations <- melt(iterations,id.vars=cc(model,TABLENO,NMREP,table.step,ITERATION),variable.name="parameter") - iterations <- addPartype(iterations) + iterations <- addParType(iterations) res <- list(pars=pars,iterations=iterations) res <- lapply(res,as.fun) @@ -201,5 +186,7 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m if(return=="pars") return(res$pars) if(return=="iterations") return(res$iterations) - as.fun(res) + + ## as.fun already applied + res } diff --git a/R/NMrelate.R b/R/NMrelate.R new file mode 100644 index 00000000..725f1fc0 --- /dev/null +++ b/R/NMrelate.R @@ -0,0 +1,42 @@ +##' @details `NMrelate()` processes $PRED, $PK and $ERROR sections. It +##' does not read ext files or $THETA, $OMEGA, $SIGMA sections to +##' gain information but only extracts what it can from the model +##' code. You can then merge with information from functions such +##' as `NMreadExt()` and `NMreadParText()`. + +NMrelate <- function(file,lines,pars,modelname,col.model,as.fun){ + + + if(missing(file)) file <- NULL + if(missing(lines)) lines <- NULL + + if(missing(col.model)) col.model <- NULL + col.model <- NMdataDecideOption("col.model",col.model) + if(missing(modelname)) modelname <- NULL + modelname <- NMdataDecideOption("modelname",modelname) + + + if(missing(as.fun)) as.fun <- NULL + as.fun <- NMdataDecideOption("as.fun",as.fun) + + + lines <- getLines(file=file,lines=lines,col.model=col.model,as.one=TRUE) + + + types.pars <- cl("THETA","OMEGA","SIGMA") + list.relate <- lapply(types.pars,function(tp) { + ## NMrelateOne(file=NULL,lines=lines,type=tp,as.fun="data.table")[,par.type:=tp] + + lines[,NMrelateOne(lines=text,par.type=tp,as.fun="data.table"),by=col.model] + }) + + + dt.relate <- rbindlist(list.relate) + dt.relate[,par.type:=factor(par.type,levels=c("THETA","OMEGA","SIGMA"))] + setorderv(dt.relate,c(col.model,"par.type")) + dt.relate[,par.type:=as.character(par.type)] + + as.fun(dt.relate) +} + + diff --git a/R/NMrelateOne.R b/R/NMrelateOne.R new file mode 100644 index 00000000..e6408161 --- /dev/null +++ b/R/NMrelateOne.R @@ -0,0 +1,144 @@ +### the structure is a little off. argument should be par.type and take one of the values THETA, OMEGA, SIGMA. Then for par.type=SIGMA, look for SIGMA, EPS, ERR (var.type) and process depending on var.type is found + +## if var.type is SIGMA look for i, j, if not look for i only. var.type OMEGA not supported. + +## if par.type is SIGMA, var.type is EPS, ERR, set j:=i + +###### Take all the naming based on varname and put in new function, some of it is covered by addParType already. +## that new function should also be called by NMreadShk + + +NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ + + if(missing(file)) file <- NULL + if(missing(lines)) lines <- NULL + + if(missing(as.fun)) as.fun <- NULL + as.fun <- NMdataDecideOption("as.fun",as.fun) + + + lines <- getLines(file=file,lines=lines) + + par.type <- toupper(cleanSpaces(par.type)) + if(par.type=="ETA") par.type <- "OMEGA" + if(par.type%in%c("ERR","EPS")) par.type <- "SIGMA" + str.regex <- switch(par.type, + OMEGA="ETA" + ,THETA="THETA" + ,SIGMA="(SIGMA|ERR|EPS)" + ##,ERR="(ERR|EPS)" + ) + str.regex.find <- paste0("[^[:alnum:]]",str.regex) + + ##if(type%in%cc(ETA,THETA)){ + lines <- c(NMreadSection(lines=lines,section="PRED",keep.comments=FALSE), + NMreadSection(lines=lines,section="PK",keep.comments=FALSE), + NMreadSection(lines=lines,section="ERROR",keep.comments=FALSE) + ) + ## } + ## if(type=="SIGMA"){ + ## lines <- NMreadSection(lines=lines,section="ERROR",keep.comments=FALSE) + ## } + + ## function(line,var.type){ + ## ## eta, theta + ## if(var.type%in%cc(ETA,THETA,ERR,EPS)){ + ## dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + + ## dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*)\\)"),"\\1",text.eta))] + ## if(type%in%c("ETA","ERR","EPS")){ + ## dt.code[,j:=i] + ## } else { + ## dt.code[,j:=NA_integer_] + ## } + ## } + ## ## sigma + ## if(var.type=="SIGMA"){ + ## dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\([0-9]+,[0-9]+\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + + ## dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\1",text.eta))] + ## dt.code[,j:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\2",text.eta))] + ## } + ## } + + + + dt.code <- data.table(line.eta = lines[grepl(str.regex.find,lines)]) + ## remove spaces + dt.code[,line2:=gsub(" ","",line.eta)] + + ## determine found variable type? + + dt.code <- dt.code[,.(varname=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+(,[0-9]+)*)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + dt.code[,var.type:=sub(sprintf("(%s).*",str.regex),"\\1",varname)][,lineno:=.I] + +###### instead, create a function that will be run on each line of dt.code + ## eta, theta + ##if(var.type%in%cc(ETA,THETA,ERR,EPS)){ + #dt.code <- dt.code[,.(parname=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + + ## dt.code[var.type%in%cc(ETA,THETA,ERR,EPS),i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*)\\)"),"\\1",parname))] + + dt.code[var.type%in%cc(ETA,THETA,ERR,EPS), + i:=as.numeric(sub(paste0(".*",var.type,"\\(([1-9][0-9]*)\\)"),"\\1",varname)), + by=lineno] + + dt.code[,j:=NA_integer_] + dt.code[var.type%in%c("ETA","ERR","EPS"),j:=i] + + ##} + ## } + ## sigma + + dt.code[var.type=="SIGMA", + ##dt.code <- dt.code[,.(parname=regmatches(line2, gregexpr(paste0(str.regex,"\\([0-9]+,[0-9]+\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + + ##dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\1",parname))] + + i:=as.integer(sub(".*\\(([1-9][0-9]*),([1-9][0-9]*)\\)","\\1",varname))] + dt.code[var.type=="SIGMA", + j:=as.integer(sub(".*\\(([1-9][0-9]*),([1-9][0-9]*)\\)","\\2",varname))] + ##} + + + dt.code[,parname:=varname] + dt.code[var.type=="ETA",parname:=sprintf("%s(%s,%s)","OMEGA",i,j)] + dt.code[var.type%in%cc(EPS,ERR),parname:=sprintf("%s(%s,%s)","SIGMA",i,j)] + dt.code[,LHS:=sub("(.*)=.*","\\1",line2)] + dt.code[,par.type:=..par.type] + + + + ## if a LHS is affected by multiple ETAs we number them + dt.code[,nrep.LHS:=.N,by=.(LHS)] + dt.code[,nrep.par:=.N,by=.(par.type,i,j)] + dt.code[,label.LHS:=LHS] + dt.code[nrep.LHS>1,label.LHS:=paste0(label.LHS," - ",par.type,"(",i,")")] + + if(by.par){ + dt.code.eta <- dt.code[,.(LHS=paste(unique(LHS),collapse=", "), + label.LHS=paste(unique(LHS),collapse=", "), + code=paste(line2,collapse=", ") + ),by=.(parname,par.type,i,j,nrep.LHS)] + + dt.code.eta[nrep.LHS>1, + label.LHS:=paste(paste(unique(LHS),collapse=", "),parname,sep=" - ")] + + } + + + + ## dt.code.eta[,par.type:=switch(type, + ## THETA="THETA", + ## ETA="OMEGA", + ## SIGMA="SIGMA", + ## ERR="SIGMA")] + + + + setorder(dt.code.eta,i,j) + ## dt.code.eta + + as.fun(dt.code.eta) + +} diff --git a/R/addParType.R b/R/addParType.R new file mode 100644 index 00000000..ba98be94 --- /dev/null +++ b/R/addParType.R @@ -0,0 +1,19 @@ +### add par.type, i, j to a data.table that has parameter already +## parameter is style THETA1, OMEGA(1,1), SIGMA(1,1) + +## should also add parname or par.name which is the concistent +## THETA(1), OMEGA(1,1), SIGMA(1,1) labeling. +addParType <- function(pars){ + pars[,par.type:=NA_character_] + pars[grepl("^THETA",parameter),par.type:="THETA"] + pars[grepl("^OMEGA",parameter),par.type:="OMEGA"] + pars[grepl("^SIGMA",parameter),par.type:="SIGMA"] + pars[par.type=="THETA",i:=sub("THETA([0-9]+)","\\1",parameter)] + pars[par.type=="OMEGA",i:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",parameter)] + pars[par.type=="OMEGA",j:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\2",parameter)] + pars[par.type=="SIGMA",i:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\1",parameter)] + pars[par.type=="SIGMA",j:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\2",parameter)] + cols <- cc(i,j) + pars[,(cols):=lapply(.SD,as.integer),.SDcols=cols] + pars[] +} diff --git a/R/dims.R b/R/dims.R index 56bb1794..9a8229a5 100644 --- a/R/dims.R +++ b/R/dims.R @@ -49,7 +49,6 @@ dims <- function(...,list.data,keep.names=TRUE,as.fun=NULL,keepNames){ if(is.data.table(dots[[1]]) && is.null(as.fun)) as.fun <- "data.table" as.fun <- NMdataDecideOption("as.fun",as.fun) - dt.dims <- rbindlist(lapply(1:ndots,function(n) data.table(data=names.dots[n],nrows=nrow(dots[[n]]),ncols=ncol(dots[[n]])))) diff --git a/R/getLines.R b/R/getLines.R new file mode 100644 index 00000000..be164c26 --- /dev/null +++ b/R/getLines.R @@ -0,0 +1,43 @@ +##' @keywords internal + +getLines <- function(file,lines,linesep="\n",simplify=TRUE,col.model,modelname,as.one){ + + if(missing(file)) file <- NULL + if(missing(lines)) lines <- NULL + if(missing(as.one)) as.one <- NULL + if(is.null(as.one)) as.one <- FALSE + + if(missing(col.model)) col.model <- NULL + col.model <- NMdataDecideOption("col.model",col.model) + if(missing(modelname)) modelname <- NULL + modelname <- NMdataDecideOption("modelname",modelname) + + + if(!xor(is.null(file),is.null(lines))) stop("Exactly one of file or lines must be supplied") + + if(!is.null(file)) { + if(!all(file.exists(file))) stop("When using the file argument, file has to point to an existing file.") + lines <- lapply(file,readLines,warn=FALSE) + } + + if(!is.list(lines)) lines <- list(lines) + + if(!isFALSE(linesep)) { + lines <- lapply(lines,function(x){strsplit(paste(x,collapse=linesep),split=linesep)[[1]]}) + } + + if(as.one && !is.null(file)){ + + names.models <- modelname(file) + lines <- lapply(1:length(file),function(N)data.table( text=lines[[N]])[,(col.model):=names.models[N]]) + ##lines[[N]][,(modelname):=names.models[N]]) + lines <- rbindlist(lines) + } + + if(simplify && length(lines)==1){ + lines <- lines[[1]] + } + + lines + +} diff --git a/devel/todo.org b/devel/todo.org index 7e854c67..34b9e17d 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -199,6 +199,8 @@ Error if not convertible and not NA or ""? "b" should be an error right? *** TODO [#B] Function for complex dosing regimens :newFunction: *** DONE [#B] Function to unfold ADDL/II doses to multiple rows :newFunction: *** mergeCheck +**** TODO [#A] Change name to addCols +Do not deprecate mergeCheck() - too much depends on it. **** TODO [#B] Implement a faster method? What if we just check for matches in by columns? **** TODO [#B] accept common columns not being merged by if suffixes are provided @@ -251,10 +253,17 @@ I don't think I ever tried this. What will NMscanData do if input data has no headers, and there are no filters? I think NMapplyFilters may fail. *** NMcheckData +**** TODO [#A] Classify findings +NOTE, WARN, ERR -> just in table, warning(), stop()? +**** TODO [#A] Argument to disable warnings and stop? +**** TODO [#A] arg to disable looking for some columns +like CMT, AMT etc. Maybe cols.disable where only some can be chosen? +**** TODO [#A] subset argument +Remember row numbers must be true to full data set **** TODO [#A] RATE=-1 is OK :v0_1_7: **** TODO [#A] CMT can be any non-zero integer :v0_1_7: But more than say 20 compartments seems unlikely -**** TODO [#A] Support for a table of accepted findings +**** CANCELLED Support for a table of accepted findings **** DONE support for col.id with file arg Looks like col.id is being overwritten for no reason **** TODO [#B] Improve handling of missing covs @@ -414,7 +423,7 @@ issued. Once done, NMgetSection must be updated as well. *** NMisNumeric **** DONE NA_character is not recognized as numeric *** NMreadExt -**** TODO Support Laplacian +**** TODO [#A] Support Laplacian Laplacian Conditional Estimation **** DONE Include model column same way as NMscanData **** DONE Support multiple files @@ -445,7 +454,14 @@ Like ;1;CL;;;mL/h **** DONE error returned when return="idx" and no section specified :Bug: **** TODO [#B] return="text"/"idx" should be return.idx=TRUE/FALSE instead It would be easier to remember -*** TODO [#A] NMrelate +*** NMrelate +**** DONE Include model column +**** TODO [#A] would be better if NMrelateOne added par.type +**** TODO [#A] Count how many times the combination of par.type,i,j is matched on the RHS +**** DONE NMrelateOne must recognize ERR, EPS +**** DONE test merging with NMreadExt output +**** DONE NMrelate should support file.mod vector or lines as a list +**** DONE as.fun *** NMreplaceDataFile **** DONE Fails on dir+file.pattern **** DONE Implement function diff --git a/man/cleanSpaces.Rd b/man/cleanSpaces.Rd new file mode 100644 index 00000000..1928c655 --- /dev/null +++ b/man/cleanSpaces.Rd @@ -0,0 +1,24 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/cleanSpaces.R +\name{cleanSpaces} +\alias{cleanSpaces} +\title{Drop leading, trailing and repeated spaces in character strings} +\usage{ +cleanSpaces(x, double = TRUE, lead = TRUE, trail = TRUE) +} +\arguments{ +\item{x}{A vector of character strings to modify} + +\item{double}{Replace any number of consecutive blank spaces by a +single blank. Default is TRUE.} + +\item{lead}{Drop spaces before first non-empty character. Default +is TRUE.} + +\item{trail}{Drop spaces after last non-empty character. Default +is TRUE.} +} +\description{ +Drop leading, trailing and repeated spaces in character strings +} +\keyword{internal} diff --git a/tests/testthat/test_NMrelate.R b/tests/testthat/test_NMrelate.R index 84b354e3..09ffcbdb 100644 --- a/tests/testthat/test_NMrelate.R +++ b/tests/testthat/test_NMrelate.R @@ -1,12 +1,42 @@ -if(F){ - context("NMrelate") - source("../../devel/NMrelate.R") - - test_that("basic",{ - file.mod <- "testData/nonmem/xgxr032.mod" - - NMrelate(file.mod,type="eta") - NMrelate(file.mod,type="theta") - NMrelate(file.mod,type="sigma") - }) -} + +context("NMrelate") + +### sigma doesn't quite work +test_that("basic",{ + file.mod <- "testData/nonmem/xgxr032.mod" + + NMrelateOne(file=file.mod,par.type="eta") + NMrelateOne(file.mod,par.type="theta") + NMrelateOne(file.mod,par.type="sigma") +}) + +test_that("Find all",{ + + file.mod <- "testData/nonmem/xgxr032.mod" + ## getLines(file.mod) + res <- NMrelate(file=file.mod) + res +}) + + +test_that("merge with NMreadExt results",{ + + file.mod <- "testData/nonmem/xgxr032.mod" + res.rel <- NMrelate(file=file.mod) + res.ext <- NMreadExt(file=file.mod,as.fun="data.table") + + mergeCheck(res.ext[!is.na(par.type)],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T) + + +}) + + +test_that("2 models",{ + + file.mod <- c("testData/nonmem/xgxr032.mod", + "testData/nonmem/xgxr024.mod") + ## getLines(file.mod) + res <- NMrelate(file=file.mod) + + res +}) From ee28bc70f0083c8f90416068727af37ff88751b3 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sun, 21 Jul 2024 13:55:41 -0400 Subject: [PATCH 11/33] auto ext for NMreadCov --- R/NMreadCov.R | 11 +++++++++- R/NMreadExt.R | 5 +++++ R/addParType.R | 40 ++++++++++++++++++++++++++----------- devel/NMrelate.R | 52 ------------------------------------------------ 4 files changed, 43 insertions(+), 65 deletions(-) delete mode 100644 devel/NMrelate.R diff --git a/R/NMreadCov.R b/R/NMreadCov.R index b1a380d5..63e412b4 100644 --- a/R/NMreadCov.R +++ b/R/NMreadCov.R @@ -14,7 +14,16 @@ -NMreadCov <- function (file, ...) { +NMreadCov <- function (file,auto.ext, ...) { + + + if(missing(auto.ext) || is.null(auto.ext)) auto.ext <- TRUE + fun.file.cov <- NMdataDecideOption("file.cov") + if(auto.ext){ + file <- fun.file.cov(file) + } + + if(!file.exists(file)){stop("file does not exist.")} TABLE <- NULL NMREP <- NULL diff --git a/R/NMreadExt.R b/R/NMreadExt.R index dfc0a0ce..66ff7fe6 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -172,6 +172,11 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m pars <- dcast(pars,model+TABLENO+NMREP+table.step+parameter~variable,value.var="value") pars <- addParType(pars) + + ## setorder(pars,match(par.type,c("THETA","OMEGA","SIGMA")),i,j) + ## pars <- pars[ + ## frank(pars,match(par.type,c("THETA","OMEGA","SIGMA"))) + ## ,i,j)] } ## what to do about OBJ? Disregard? And keep in a iteration table instead? diff --git a/R/addParType.R b/R/addParType.R index ba98be94..e3155200 100644 --- a/R/addParType.R +++ b/R/addParType.R @@ -3,17 +3,33 @@ ## should also add parname or par.name which is the concistent ## THETA(1), OMEGA(1,1), SIGMA(1,1) labeling. -addParType <- function(pars){ - pars[,par.type:=NA_character_] - pars[grepl("^THETA",parameter),par.type:="THETA"] - pars[grepl("^OMEGA",parameter),par.type:="OMEGA"] - pars[grepl("^SIGMA",parameter),par.type:="SIGMA"] - pars[par.type=="THETA",i:=sub("THETA([0-9]+)","\\1",parameter)] - pars[par.type=="OMEGA",i:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",parameter)] - pars[par.type=="OMEGA",j:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\2",parameter)] - pars[par.type=="SIGMA",i:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\1",parameter)] - pars[par.type=="SIGMA",j:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\2",parameter)] - cols <- cc(i,j) - pars[,(cols):=lapply(.SD,as.integer),.SDcols=cols] +addParType <- function(pars,suffix,add.idx){ + + col.parameter <- "parameter" + col.par.type <- "par.type" + if(missing(suffix)) suffix <- NULL + if(!is.null(suffix)){ + col.parameter <- paste(col.parameter,suffix,sep=".") + col.par.type <- paste(col.par.type,suffix,sep=".") + } + + if(missing(add.idx)) add.idx <- NULL + if(is.null(add.idx)){ + add.idx <- is.null(suffix) + } + + pars[,(col.par.type):=NA_character_] + pars[grepl("^THETA",get(col.parameter)),(col.par.type):="THETA"] + pars[grepl("^OMEGA",get(col.parameter)),(col.par.type):="OMEGA"] + pars[grepl("^SIGMA",get(col.parameter)),(col.par.type):="SIGMA"] + if(add.idx){ + pars[get(col.par.type)=="THETA",i:=sub("THETA([0-9]+)","\\1",get(col.parameter))] + pars[get(col.par.type)=="OMEGA",i:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter))] + pars[get(col.par.type)=="OMEGA",j:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\2",get(col.parameter))] + pars[get(col.par.type)=="SIGMA",i:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter))] + pars[get(col.par.type)=="SIGMA",j:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\2",get(col.parameter))] + cols <- cc(i,j) + pars[,(cols):=lapply(.SD,as.integer),.SDcols=cols] + } pars[] } diff --git a/devel/NMrelate.R b/devel/NMrelate.R deleted file mode 100644 index fac00098..00000000 --- a/devel/NMrelate.R +++ /dev/null @@ -1,52 +0,0 @@ -NMrelate <- function(file.mod,type="eta"){ - - type <- toupper(type) - str.regex <- switch(type, - ETA="[^H]ETA" - ,THETA="THETA" - ,SIGMA="SIGMA") - - if(type%in%cc(ETA,THETA)){ - lines <- c(NMreadSection(file.mod,section="PRED",keep.comments=FALSE), - NMreadSection(file.mod,section="PK",keep.comments=FALSE) - ) - } - if(type=="SIGMA"){ - lines <- NMreadSection(file.mod,section="ERROR",keep.comments=FALSE) - } - - - - - dt.code <- data.table(line.eta = lines[grepl(str.regex,lines)]) - ## remove spaces - dt.code[,line2:=gsub(" ","",line.eta)] - - ## eta, theta - if(type%in%cc(ETA,THETA)){ - dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - - dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*)\\)"),"\\1",text.eta))] - } - ## sigma - if(type=="SIGMA"){ - dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\([0-9]+,[0-9]+\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - - dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\1",text.eta))] - dt.code[,j:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\2",text.eta))] - } - - - dt.code[,LHS:=sub("(.*)=.*","\\1",line2)] - - dt.code.eta <- dt.code[,.(label=paste(unique(LHS),collapse=", "), - code=paste(line2,collapse=", ") - ),by=.(i,LHS)] - - ## if a LHS is affected by multiple ETAs we number them - dt.code.eta[,nrep.LHS:=.N,by=.(LHS)] - dt.code.eta[nrep.LHS>1,label:=paste0(label," - ",type,"(",i,")")] - - dt.code.eta[order(i)] - -} From f556bb6aa2d509c734058f00bf3f102f37fb7607 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sun, 21 Jul 2024 13:56:42 -0400 Subject: [PATCH 12/33] adding model with block structure --- inst/examples/nonmem/xgxr132.coi | 52 + inst/examples/nonmem/xgxr132.cor | 52 + inst/examples/nonmem/xgxr132.cov | 52 + inst/examples/nonmem/xgxr132.lst | 1725 ++++++++++++++++++++++++++++++ inst/examples/nonmem/xgxr132.mod | 70 ++ inst/examples/nonmem/xgxr132.shk | 26 + 6 files changed, 1977 insertions(+) create mode 100644 inst/examples/nonmem/xgxr132.coi create mode 100644 inst/examples/nonmem/xgxr132.cor create mode 100644 inst/examples/nonmem/xgxr132.cov create mode 100644 inst/examples/nonmem/xgxr132.lst create mode 100644 inst/examples/nonmem/xgxr132.mod create mode 100644 inst/examples/nonmem/xgxr132.shk diff --git a/inst/examples/nonmem/xgxr132.coi b/inst/examples/nonmem/xgxr132.coi new file mode 100644 index 00000000..d2149079 --- /dev/null +++ b/inst/examples/nonmem/xgxr132.coi @@ -0,0 +1,52 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 5.17823E+02 -2.04556E+02 4.49065E+01 1.08643E+01 6.66808E+01 -1.27873E+01 -3.41182E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.20700E+02 0.00000E+00 0.00000E+00 -8.31141E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 -2.04556E+02 4.36650E+02 -5.62890E+01 -4.21973E+01 1.49686E+01 3.00299E+01 2.74827E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.49222E+02 0.00000E+00 0.00000E+00 3.58167E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 4.49065E+01 -5.62890E+01 2.34476E+02 5.91440E+01 1.50032E+02 -2.02917E+01 -3.74440E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 4.97303E+01 0.00000E+00 0.00000E+00 -6.85617E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 1.08643E+01 -4.21973E+01 5.91440E+01 1.29287E+02 -1.99206E+02 -2.46720E+00 2.41386E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.99579E+01 0.00000E+00 0.00000E+00 -1.08970E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 6.66808E+01 1.49686E+01 1.50032E+02 -1.99206E+02 8.59438E+02 -2.79187E+01 -1.96037E+03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.41194E+00 0.00000E+00 0.00000E+00 -1.00254E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 -1.27873E+01 3.00299E+01 -2.02917E+01 -2.46720E+00 -2.79187E+01 3.62495E+01 1.22567E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.77494E+01 0.00000E+00 0.00000E+00 -5.63972E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -3.41182E+01 2.74827E+02 -3.74440E+02 2.41386E+02 -1.96037E+03 1.22567E+02 3.44014E+04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.79660E+02 0.00000E+00 0.00000E+00 8.40212E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) 1.20700E+02 -1.49222E+02 4.97303E+01 3.99579E+01 -2.41194E+00 -7.77494E+01 2.79660E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.13582E+03 0.00000E+00 0.00000E+00 -2.81163E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) -8.31141E+01 3.58167E+01 -6.85617E+01 -1.08970E+02 -1.00254E+02 -5.63972E+00 8.40212E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.81163E+01 0.00000E+00 0.00000E+00 3.89006E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 +TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 4.49360E+02 -2.24560E+02 -3.27450E+01 -7.40075E+01 1.26456E+02 1.54125E+01 -2.83900E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 5.42443E+01 0.00000E+00 0.00000E+00 3.80784E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 -2.24560E+02 5.06603E+02 5.34931E+01 2.44585E+01 -2.42094E+01 -2.39387E+01 -8.91358E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.22360E+01 0.00000E+00 0.00000E+00 -3.68154E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -3.27450E+01 5.34931E+01 2.86206E+02 1.02893E+02 -6.46154E+01 -3.46818E+00 -3.00855E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.84010E+01 0.00000E+00 0.00000E+00 1.06253E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 -7.40075E+01 2.44585E+01 1.02893E+02 9.15391E+01 -1.66225E+02 -8.19578E+00 -1.76121E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.04999E+01 0.00000E+00 0.00000E+00 6.63909E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.26456E+02 -2.42094E+01 -6.46154E+01 -1.66225E+02 5.65750E+02 6.20114E+00 2.52622E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.52740E+02 0.00000E+00 0.00000E+00 4.30695E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 1.54125E+01 -2.39387E+01 -3.46818E+00 -8.19578E+00 6.20114E+00 4.25009E+01 -9.09488E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.77807E+01 0.00000E+00 0.00000E+00 1.86148E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -2.83900E+02 -8.91358E+02 -3.00855E+02 -1.76121E+02 2.52622E+02 -9.09488E+01 4.01967E+04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.34064E+02 0.00000E+00 0.00000E+00 -8.67391E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) 5.42443E+01 8.22360E+01 2.84010E+01 -2.04999E+01 1.52740E+02 8.77807E+01 -7.34064E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.46488E+03 0.00000E+00 0.00000E+00 3.22596E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 3.80784E+01 -3.68154E+01 1.06253E+02 6.63909E-02 4.30695E+01 1.86148E+01 -8.67391E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.22596E+02 0.00000E+00 0.00000E+00 5.51399E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr132.cor b/inst/examples/nonmem/xgxr132.cor new file mode 100644 index 00000000..4f86297c --- /dev/null +++ b/inst/examples/nonmem/xgxr132.cor @@ -0,0 +1,52 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 5.10493E-02 4.21771E-01 -1.75987E-01 2.02390E-01 1.57448E-01 3.10595E-02 -9.55069E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.43284E-02 0.00000E+00 0.00000E+00 2.46358E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 4.21771E-01 5.59238E-02 -2.52295E-02 9.65292E-02 4.33599E-02 -1.20396E-01 -1.04248E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.33734E-02 0.00000E+00 0.00000E+00 9.03886E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -1.75987E-01 -2.52295E-02 1.56963E-01 -8.86383E-01 -8.86521E-01 -2.18549E-01 -1.05425E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.93568E-03 0.00000E+00 0.00000E+00 -7.68656E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 2.02390E-01 9.65292E-02 -8.86383E-01 3.83405E-01 9.56013E-01 3.20796E-01 -1.12692E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.70489E-03 0.00000E+00 0.00000E+00 9.08296E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.57448E-01 4.33599E-02 -8.86521E-01 9.56013E-01 1.33929E-01 3.37306E-01 8.46019E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.47675E-03 0.00000E+00 0.00000E+00 8.73220E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 3.10595E-02 -1.20396E-01 -2.18549E-01 3.20796E-01 3.37306E-01 2.00611E-01 -8.93888E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.41951E-01 0.00000E+00 0.00000E+00 3.51207E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -9.55069E-02 -1.04248E-01 -1.05425E-02 -1.12692E-02 8.46019E-02 -8.93888E-02 5.96513E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.15660E-02 0.00000E+00 0.00000E+00 -9.52884E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -7.43284E-02 8.33734E-02 3.93568E-03 -4.70489E-03 8.47675E-03 3.41951E-01 -9.15660E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.28034E-02 0.00000E+00 0.00000E+00 2.45064E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 2.46358E-01 9.03886E-02 -7.68656E-01 9.08296E-01 8.73220E-01 3.51207E-01 -9.52884E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.45064E-02 0.00000E+00 0.00000E+00 1.30634E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 +TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 6.44013E-02 5.71614E-01 -3.95507E-01 4.72618E-01 2.74695E-01 1.61061E-01 2.71564E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.16615E-01 0.00000E+00 0.00000E+00 1.93812E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 5.71614E-01 5.85969E-02 -3.57087E-01 3.42625E-01 2.33115E-01 2.86207E-01 3.34656E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.02268E-01 0.00000E+00 0.00000E+00 2.79034E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -3.95507E-01 -3.57087E-01 1.13150E-01 -8.28287E-01 -6.44387E-01 -2.45735E-01 -1.73120E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.84534E-01 0.00000E+00 0.00000E+00 -4.34969E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 4.72618E-01 3.42625E-01 -8.28287E-01 2.93510E-01 8.40723E-01 3.09356E-01 2.06242E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.15636E-01 0.00000E+00 0.00000E+00 3.40249E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 2.74695E-01 2.33115E-01 -6.44387E-01 8.40723E-01 8.31454E-02 2.73611E-01 1.15973E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.27659E-01 0.00000E+00 0.00000E+00 2.45758E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 1.61061E-01 2.86207E-01 -2.45735E-01 3.09356E-01 2.73611E-01 1.77214E-01 1.46593E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.22488E-01 0.00000E+00 0.00000E+00 1.39609E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) 2.71564E-01 3.34656E-01 -1.73120E-01 2.06242E-01 1.15973E-01 1.46593E-01 5.45304E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.67033E-02 0.00000E+00 0.00000E+00 2.43046E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -2.16615E-01 -3.02268E-01 2.84534E-01 -3.15636E-01 -3.27659E-01 -4.22488E-01 -9.67033E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.24437E-02 0.00000E+00 0.00000E+00 -4.14296E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 1.93812E-01 2.79034E-01 -4.34969E-01 3.40249E-01 2.45758E-01 1.39609E-01 2.43046E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.14296E-01 0.00000E+00 0.00000E+00 5.20571E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr132.cov b/inst/examples/nonmem/xgxr132.cov new file mode 100644 index 00000000..fb31a542 --- /dev/null +++ b/inst/examples/nonmem/xgxr132.cov @@ -0,0 +1,52 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 2.60603E-03 1.20410E-03 -1.41016E-03 3.96130E-03 1.07647E-03 3.18082E-04 -2.90834E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.24470E-04 0.00000E+00 0.00000E+00 1.64291E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 1.20410E-03 3.12747E-03 -2.21463E-04 2.06972E-03 3.24758E-04 -1.35071E-03 -3.47764E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.52947E-04 0.00000E+00 0.00000E+00 6.60339E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -1.41016E-03 -2.21463E-04 2.46374E-02 -5.33428E-02 -1.86364E-02 -6.88177E-03 -9.87099E-06 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.02645E-05 0.00000E+00 0.00000E+00 -1.57611E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 3.96130E-03 2.06972E-03 -5.33428E-02 1.46999E-01 4.90903E-02 2.46741E-02 -2.57733E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -5.91732E-05 0.00000E+00 0.00000E+00 4.54927E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.07647E-03 3.24758E-04 -1.86364E-02 4.90903E-02 1.79370E-02 9.06263E-03 6.75889E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.72411E-05 0.00000E+00 0.00000E+00 1.52776E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 3.18082E-04 -1.35071E-03 -6.88177E-03 2.46741E-02 9.06263E-03 4.02449E-02 -1.06969E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.25029E-03 0.00000E+00 0.00000E+00 9.20396E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -2.90834E-05 -3.47764E-05 -9.87099E-06 -2.57733E-05 6.75889E-05 -1.06969E-04 3.55828E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.79173E-05 0.00000E+00 0.00000E+00 -7.42535E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -1.24470E-04 1.52947E-04 2.02645E-05 -5.91732E-05 3.72411E-05 2.25029E-03 -1.79173E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.07606E-03 0.00000E+00 0.00000E+00 1.05016E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 1.64291E-03 6.60339E-04 -1.57611E-02 4.54927E-02 1.52776E-02 9.20396E-03 -7.42535E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.05016E-04 0.00000E+00 0.00000E+00 1.70653E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 +TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 4.14753E-03 2.15711E-03 -2.88207E-03 8.93361E-03 1.47090E-03 1.83816E-03 9.53687E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.52598E-04 0.00000E+00 0.00000E+00 6.49763E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 2.15711E-03 3.43360E-03 -2.36757E-03 5.89272E-03 1.13575E-03 2.97203E-03 1.06933E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -5.74641E-04 0.00000E+00 0.00000E+00 8.51162E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -2.88207E-03 -2.36757E-03 1.28029E-02 -2.75079E-02 -6.06233E-03 -4.92744E-03 -1.06817E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.04452E-03 0.00000E+00 0.00000E+00 -2.56208E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 8.93361E-03 5.89272E-03 -2.75079E-02 8.61480E-02 2.05170E-02 1.60909E-02 3.30095E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.00565E-03 0.00000E+00 0.00000E+00 5.19876E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.47090E-03 1.13575E-03 -6.06233E-03 2.05170E-02 6.91316E-03 4.03155E-03 5.25818E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -8.83874E-04 0.00000E+00 0.00000E+00 1.06372E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 1.83816E-03 2.97203E-03 -4.92744E-03 1.60909E-02 4.03155E-03 3.14050E-02 1.41661E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.42909E-03 0.00000E+00 0.00000E+00 1.28793E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) 9.53687E-05 1.06933E-04 -1.06817E-04 3.30095E-04 5.25818E-05 1.41661E-04 2.97357E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.71084E-05 0.00000E+00 0.00000E+00 6.89934E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -4.52598E-04 -5.74641E-04 1.04452E-03 -3.00565E-03 -8.83874E-04 -2.42909E-03 -1.71084E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.05259E-03 0.00000E+00 0.00000E+00 -6.99714E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 6.49763E-04 8.51162E-04 -2.56208E-03 5.19876E-03 1.06372E-03 1.28793E-03 6.89934E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -6.99714E-04 0.00000E+00 0.00000E+00 2.70994E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr132.lst b/inst/examples/nonmem/xgxr132.lst new file mode 100644 index 00000000..f1358e0e --- /dev/null +++ b/inst/examples/nonmem/xgxr132.lst @@ -0,0 +1,1725 @@ +Sat Jul 13 10:00:24 EDT 2024 +$PROBLEM 031 SAEM +;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY + +;; BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB eff0 +$INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ + CYCLE DOSE MALEN PART PROFDAY PROFTIME WEIGHTB +$DATA xgxr2covs.csv IGNORE=@ IGNORE=(FLAG.NE.0) + IGNORE(DOSE.LT.30) +$SUBROUTINE ADVAN4 TRANS4 +$PK +LTVKA=THETA(1) +LTVV2=THETA(2) +LTVCL=THETA(3) +LTVV3=THETA(4) +LTVQ=THETA(5) + +MU_1=LTVKA +KA=EXP(MU_1+ETA(1)) +MU_2=LTVV2 +V2=EXP(MU_2+ETA(2)) +MU_3=LTVCL+THETA(6) * LOG(AGE/54) +CL=EXP(MU_3+ETA(3)) +MU_4=LTVV3 +V3=EXP(MU_4+ETA(4)) +MU_5 = LTVQ +Q =EXP(MU_5+ETA(5)) +S2=V2 + +$ERROR + IPRED=F + IRES=DV-IPRED + + IF (IPRED.GT.1) THEN + W = SQRT(IPRED**2*SIGMA(1,1) + SIGMA(2,2)) + ELSE + W=1 + ENDIF + + IWRES=IRES/W + Y=F+F*ERR(1)+ERR(2) + +;-----------------------INITIAL ESTIMATES--------------------------------- +$THETA .1 ; 1 - LTVKA +$THETA 3 ; 2 - LTVV2 +$THETA 1 ; 3 - LTVCL +$THETA 4 ; 4 - LTVV3 +$THETA -1 ; 5 - LTVQ +$THETA .1 ; 6 - AGEEFF +$OMEGA 0 FIX +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0 FIX +$OMEGA 0 FIX +$SIGMA 0.1 +$SIGMA 0 FIX +;; $ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 +;; PRINT=10 NOABORT MSFO=xgxr032.msf +$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 + CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P + MSFO=xgxr032.msf +$ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 + ISAMPLE=5000 RANMETHOD=P +$COVARIANCE PRINT=E +$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT + FILE=xgxr032_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr032_etas.txt + + +NM-TRAN MESSAGES + + WARNINGS AND ERRORS (IF ANY) FOR PROBLEM 1 + + (WARNING 2) NM-TRAN INFERS THAT THE DATA ARE POPULATION. + + (WARNING 79) SIGMA IS USED ON THE RIGHT. WITH A SUBSEQUENT RUN, IF AN + INITIAL ESTIMATE OF A DIAGONAL BLOCK OF SIGMA IS TO BE COMPUTED BY + NONMEM, THAT BLOCK WILL BE SET TO AN IDENTITY MATRIX DURING THAT + COMPUTATION. THIS COULD LEAD TO AN ARITHMETIC EXCEPTION.* + + (MU_WARNING 26) DATA ITEM(S) USED IN DEFINITION OF MU_(S) SHOULD BE CONSTANT FOR INDIV. REC.: + AGE + + * THE MAXIMUM NUMBER OF WARNINGS OF ONE OR MORE TYPES WAS REACHED. + IT IS POSSIBLE THAT SOME WARNING MESSAGES WERE SUPPRESSED. + +License Registered to: Vertex Pharmaceuticals Inc +Expiration Date: 14 JAN 2025 +Current Date: 13 JUL 2024 +Days until program expires : 186 +1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.0 + ORIGINALLY DEVELOPED BY STUART BEAL, LEWIS SHEINER, AND ALISON BOECKMANN + CURRENT DEVELOPERS ARE ROBERT BAUER, ICON DEVELOPMENT SOLUTIONS, + AND ALISON BOECKMANN. IMPLEMENTATION, EFFICIENCY, AND STANDARDIZATION + PERFORMED BY NOUS INFOSYSTEMS. + + PROBLEM NO.: 1 + 031 SAEM +0DATA CHECKOUT RUN: NO + DATA SET LOCATED ON UNIT NO.: 2 + THIS UNIT TO BE REWOUND: NO + NO. OF DATA RECS IN DATA SET: 731 + NO. OF DATA ITEMS IN DATA SET: 20 + ID DATA ITEM IS DATA ITEM NO.: 2 + DEP VARIABLE IS DATA ITEM NO.: 8 + MDV DATA ITEM IS DATA ITEM NO.: 20 +0INDICES PASSED TO SUBROUTINE PRED: + 5 4 7 0 0 0 6 0 0 0 0 +0LABELS FOR DATA ITEMS: + ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ CYCLE DOSE MALEN PART PROFDAY PROFTIME WEIGHTB MDV +0(NONBLANK) LABELS FOR PRED-DEFINED ITEMS: + KA V2 CL V3 Q IPRED Y +0FORMAT FOR DATA: + (4(4E17.0/),3E17.0,1F2.0) + + TOT. NO. OF OBS RECS: 641 + TOT. NO. OF INDIVIDUALS: 90 +0LENGTH OF THETA: 6 +0DEFAULT THETA BOUNDARY TEST OMITTED: NO +0OMEGA HAS BLOCK FORM: + 1 + 0 2 + 0 0 3 + 0 0 0 4 + 0 0 0 0 5 +0DEFAULT OMEGA BOUNDARY TEST OMITTED: NO +0SIGMA HAS BLOCK FORM: + 1 + 0 2 +0DEFAULT SIGMA BOUNDARY TEST OMITTED: NO +0INITIAL ESTIMATE OF THETA: + 0.1000E+00 0.3000E+01 0.1000E+01 0.4000E+01 -0.1000E+01 0.1000E+00 +0INITIAL ESTIMATE OF OMEGA: + BLOCK SET NO. BLOCK FIXED + 1 YES + 0.0000E+00 + 2 NO + 0.1000E+00 + 3 NO + 0.1000E+00 + 4 YES + 0.0000E+00 + 5 YES + 0.0000E+00 +0INITIAL ESTIMATE OF SIGMA: + BLOCK SET NO. BLOCK FIXED + 1 NO + 0.1000E+00 + 2 YES + 0.0000E+00 +0COVARIANCE STEP OMITTED: NO + EIGENVLS. PRINTED: YES + SPECIAL COMPUTATION: NO + COMPRESSED FORMAT: NO + GRADIENT METHOD USED: NOSLOW + SIGDIGITS ETAHAT (SIGLO): -1 + SIGDIGITS GRADIENTS (SIGL): -1 + EXCLUDE COV FOR FOCE (NOFCOV): NO + Cholesky Transposition of R Matrix (CHOLROFF):0 + KNUTHSUMOFF: -1 + RESUME COV ANALYSIS (RESUME): NO + SIR SAMPLE SIZE (SIRSAMPLE): + NON-LINEARLY TRANSFORM THETAS DURING COV (THBND): 1 + PRECONDTIONING CYCLES (PRECOND): 0 + PRECONDTIONING TYPES (PRECONDS): TOS + FORCED PRECONDTIONING CYCLES (PFCOND):0 + PRECONDTIONING TYPE (PRETYPE): 0 + FORCED POS. DEFINITE SETTING DURING PRECONDITIONING: (FPOSDEF):0 + SIMPLE POS. DEFINITE SETTING: (POSDEF):-1 +0TABLES STEP OMITTED: NO + NO. OF TABLES: 2 + SEED NUMBER (SEED): 11456 + RANMETHOD: 3U + MC SAMPLES (ESAMPLE): 300 + WRES SQUARE ROOT TYPE (WRESCHOL): EIGENVALUE +0-- TABLE 1 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: YES + PRINTED: NO + HEADER: YES + FILE TO BE FORWARDED: NO + FORMAT: S1PE11.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ROW KA V2 V3 CL Q IPRED Y +0-- TABLE 2 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: NO + PRINTED: NO + HEADER: YES + FILE TO BE FORWARDED: NO + FORMAT: S1PE11.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ETA1 ETA2 ETA3 ETA4 ETA5 +1DOUBLE PRECISION PREDPP VERSION 7.5.0 + + TWO COMPARTMENT MODEL WITH FIRST-ORDER ABSORPTION (ADVAN4) +0MAXIMUM NO. OF BASIC PK PARAMETERS: 5 +0BASIC PK PARAMETERS (AFTER TRANSLATION): + BASIC PK PARAMETER NO. 1: ELIMINATION RATE (K) + BASIC PK PARAMETER NO. 2: CENTRAL-TO-PERIPH. RATE (K23) + BASIC PK PARAMETER NO. 3: PERIPH.-TO-CENTRAL RATE (K32) + BASIC PK PARAMETER NO. 5: ABSORPTION RATE (KA) + TRANSLATOR WILL CONVERT PARAMETERS + CL, V2, Q, V3 TO K, K23, K32 (TRANS4) +0COMPARTMENT ATTRIBUTES + COMPT. NO. FUNCTION INITIAL ON/OFF DOSE DEFAULT DEFAULT + STATUS ALLOWED ALLOWED FOR DOSE FOR OBS. + 1 DEPOT OFF YES YES YES NO + 2 CENTRAL ON NO YES NO YES + 3 PERIPH. ON NO YES NO NO + 4 OUTPUT OFF YES NO NO NO +1 + ADDITIONAL PK PARAMETERS - ASSIGNMENT OF ROWS IN GG + COMPT. NO. INDICES + SCALE BIOAVAIL. ZERO-ORDER ZERO-ORDER ABSORB + FRACTION RATE DURATION LAG + 1 * * * * * + 2 6 * * * * + 3 * * * * * + 4 * - - - - + - PARAMETER IS NOT ALLOWED FOR THIS MODEL + * PARAMETER IS NOT SUPPLIED BY PK SUBROUTINE; + WILL DEFAULT TO ONE IF APPLICABLE +0DATA ITEM INDICES USED BY PRED ARE: + EVENT ID DATA ITEM IS DATA ITEM NO.: 5 + TIME DATA ITEM IS DATA ITEM NO.: 4 + DOSE AMOUNT DATA ITEM IS DATA ITEM NO.: 7 + COMPT. NO. DATA ITEM IS DATA ITEM NO.: 6 + +0PK SUBROUTINE CALLED WITH EVERY EVENT RECORD. + PK SUBROUTINE NOT CALLED AT NONEVENT (ADDITIONAL OR LAGGED) DOSE TIMES. +0ERROR SUBROUTINE CALLED WITH EVERY EVENT RECORD. +1 + + + #TBLN: 1 + #METH: Stochastic Approximation Expectation-Maximization + + ESTIMATION STEP OMITTED: NO + ANALYSIS TYPE: POPULATION + NUMBER OF SADDLE POINT RESET ITERATIONS: 0 + GRADIENT METHOD USED: NOSLOW + CONDITIONAL ESTIMATES USED: YES + CENTERED ETA: NO + EPS-ETA INTERACTION: YES + LAPLACIAN OBJ. FUNC.: NO + NO. OF FUNCT. EVALS. ALLOWED: 99999 + NO. OF SIG. FIGURES REQUIRED: 3 + INTERMEDIATE PRINTOUT: YES + ESTIMATE OUTPUT TO MSF: YES + ABORT WITH PRED EXIT CODE 1: NO + IND. OBJ. FUNC. VALUES SORTED: NO + NUMERICAL DERIVATIVE + FILE REQUEST (NUMDER): NONE + MAP (ETAHAT) ESTIMATION METHOD (OPTMAP): 0 + ETA HESSIAN EVALUATION METHOD (ETADER): 0 + INITIAL ETA FOR MAP ESTIMATION (MCETA): 0 + SIGDIGITS FOR MAP ESTIMATION (SIGLO): 100 + GRADIENT SIGDIGITS OF + FIXED EFFECTS PARAMETERS (SIGL): 100 + NOPRIOR SETTING (NOPRIOR): 0 + NOCOV SETTING (NOCOV): OFF + DERCONT SETTING (DERCONT): OFF + FINAL ETA RE-EVALUATION (FNLETA): 1 + EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS + IN SHRINKAGE (ETASTYPE): NO + NON-INFL. ETA CORRECTION (NONINFETA): 0 + RAW OUTPUT FILE (FILE): psn.ext + EXCLUDE TITLE (NOTITLE): NO + EXCLUDE COLUMN LABELS (NOLABEL): NO + FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 + PARAMETER ORDER FOR OUTPUTS (ORDER): TSOL + KNUTHSUMOFF: 0 + INCLUDE LNTWOPI: NO + INCLUDE CONSTANT TERM TO PRIOR (PRIORC): NO + INCLUDE CONSTANT TERM TO OMEGA (ETA) (OLNTWOPI):NO + EM OR BAYESIAN METHOD USED: STOCHASTIC APPROXIMATION EXPECTATION MAXIMIZATION (SAEM) + MU MODELING PATTERN (MUM): + GRADIENT/GIBBS PATTERN (GRD): + AUTOMATIC SETTING FEATURE (AUTO): 0 + CONVERGENCE TYPE (CTYPE): 3 + CONVERGENCE INTERVAL (CINTERVAL): 10 + CONVERGENCE ITERATIONS (CITER): 10 + CONVERGENCE ALPHA ERROR (CALPHA): 5.000000000000000E-02 + BURN-IN ITERATIONS (NBURN): 1000 + FIRST ITERATION FOR MAP (MAPITERS): NO + ITERATIONS (NITER): 1000 + ANNEAL SETTING (CONSTRAIN): 1 + STARTING SEED FOR MC METHODS (SEED): 3442 + MC SAMPLES PER SUBJECT (ISAMPLE): 2 + RANDOM SAMPLING METHOD (RANMETHOD): 3UP + EXPECTATION ONLY (EONLY): 0 + PROPOSAL DENSITY SCALING RANGE + (ISCALE_MIN, ISCALE_MAX): 1.000000000000000E-06 ,1000000.00000000 + SAMPLE ACCEPTANCE RATE (IACCEPT): 0.400000000000000 + METROPOLIS HASTINGS SAMPLING FOR INDIVIDUAL ETAS: + SAMPLES FOR GLOBAL SEARCH KERNEL (ISAMPLE_M1): 2 + SAMPLES FOR NEIGHBOR SEARCH KERNEL (ISAMPLE_M1A): 0 + SAMPLES FOR MASS/IMP/POST. MATRIX SEARCH (ISAMPLE_M1B): 2 + SAMPLES FOR LOCAL SEARCH KERNEL (ISAMPLE_M2): 2 + SAMPLES FOR LOCAL UNIVARIATE KERNEL (ISAMPLE_M3): 2 + PWR. WT. MASS/IMP/POST MATRIX ACCUM. FOR ETAS (IKAPPA): 1.00000000000000 + MASS/IMP./POST. MATRIX REFRESH SETTING (MASSRESET): -1 + + + THE FOLLOWING LABELS ARE EQUIVALENT + PRED=PREDI + RES=RESI + WRES=WRESI + IWRS=IWRESI + IPRD=IPREDI + IRS=IRESI + + EM/BAYES SETUP: + THETAS THAT ARE MU MODELED: + 2 3 6 + THETAS THAT ARE SIGMA-LIKE: + + + MONITORING OF SEARCH: + + Stochastic/Burn-in Mode + iteration -1000 SAEMOBJ= 987.73293834643573 + iteration -990 SAEMOBJ= -2020.7787494419310 + iteration -980 SAEMOBJ= -2243.3733898413293 + iteration -970 SAEMOBJ= -2241.2024800789723 + iteration -960 SAEMOBJ= -2258.7396657010490 + iteration -950 SAEMOBJ= -2230.9744238074800 + iteration -940 SAEMOBJ= -2260.7606776641619 + iteration -930 SAEMOBJ= -2246.5105550214598 + iteration -920 SAEMOBJ= -2248.1925781335967 + iteration -910 SAEMOBJ= -2243.2144404356713 + iteration -900 SAEMOBJ= -2251.1400355356786 + iteration -890 SAEMOBJ= -2233.3609529191431 + Convergence achieved + Reduced Stochastic/Accumulation Mode + iteration 0 SAEMOBJ= -2253.8809205794455 + iteration 10 SAEMOBJ= -2270.3327691247077 + iteration 20 SAEMOBJ= -2270.1868441204042 + iteration 30 SAEMOBJ= -2272.5262126465195 + iteration 40 SAEMOBJ= -2271.9533062640871 + iteration 50 SAEMOBJ= -2272.1564891160310 + iteration 60 SAEMOBJ= -2272.1159916742836 + iteration 70 SAEMOBJ= -2271.8183669034429 + iteration 80 SAEMOBJ= -2272.0695394622217 + iteration 90 SAEMOBJ= -2271.5721731045246 + iteration 100 SAEMOBJ= -2271.5877008667608 + iteration 110 SAEMOBJ= -2271.8379870002450 + iteration 120 SAEMOBJ= -2272.0147763168579 + iteration 130 SAEMOBJ= -2272.0615666182980 + iteration 140 SAEMOBJ= -2271.8408850297851 + iteration 150 SAEMOBJ= -2271.9485834895277 + iteration 160 SAEMOBJ= -2272.0389653936595 + iteration 170 SAEMOBJ= -2271.8405761344161 + iteration 180 SAEMOBJ= -2271.7771110802491 + iteration 190 SAEMOBJ= -2271.6712168490267 + iteration 200 SAEMOBJ= -2271.5466851807168 + iteration 210 SAEMOBJ= -2271.6082784796954 + iteration 220 SAEMOBJ= -2271.6442142793203 + iteration 230 SAEMOBJ= -2271.7058178958878 + iteration 240 SAEMOBJ= -2271.6411666199224 + iteration 250 SAEMOBJ= -2271.5264925516462 + iteration 260 SAEMOBJ= -2271.5456087719722 + iteration 270 SAEMOBJ= -2271.5996069850989 + iteration 280 SAEMOBJ= -2271.4924111354444 + iteration 290 SAEMOBJ= -2271.4571918108741 + iteration 300 SAEMOBJ= -2271.5601729330124 + iteration 310 SAEMOBJ= -2271.4448638514345 + iteration 320 SAEMOBJ= -2271.4951774536376 + iteration 330 SAEMOBJ= -2271.4398593408218 + iteration 340 SAEMOBJ= -2271.4095420190079 + iteration 350 SAEMOBJ= -2271.3503347297246 + iteration 360 SAEMOBJ= -2271.4691584254429 + iteration 370 SAEMOBJ= -2271.4777468395282 + iteration 380 SAEMOBJ= -2271.5739200072321 + iteration 390 SAEMOBJ= -2271.5304840095296 + iteration 400 SAEMOBJ= -2271.5768879816051 + iteration 410 SAEMOBJ= -2271.5302940178190 + iteration 420 SAEMOBJ= -2271.5963975771278 + iteration 430 SAEMOBJ= -2271.5819196877560 + iteration 440 SAEMOBJ= -2271.7138681258666 + iteration 450 SAEMOBJ= -2271.7531591653774 + iteration 460 SAEMOBJ= -2271.7716828750363 + iteration 470 SAEMOBJ= -2271.7233401985850 + iteration 480 SAEMOBJ= -2271.7878057735788 + iteration 490 SAEMOBJ= -2271.8808727191858 + iteration 500 SAEMOBJ= -2271.8662207035954 + iteration 510 SAEMOBJ= -2271.8623326897186 + iteration 520 SAEMOBJ= -2271.8826304832360 + iteration 530 SAEMOBJ= -2271.9000588416698 + iteration 540 SAEMOBJ= -2271.9564273406918 + iteration 550 SAEMOBJ= -2272.0224736092246 + iteration 560 SAEMOBJ= -2272.1226150552720 + iteration 570 SAEMOBJ= -2272.0666835835177 + iteration 580 SAEMOBJ= -2272.0257667165374 + iteration 590 SAEMOBJ= -2272.0697583819874 + iteration 600 SAEMOBJ= -2272.0955248454898 + iteration 610 SAEMOBJ= -2272.0944943187383 + iteration 620 SAEMOBJ= -2272.0696626027325 + iteration 630 SAEMOBJ= -2272.0356634017949 + iteration 640 SAEMOBJ= -2272.0257377961125 + iteration 650 SAEMOBJ= -2272.1624201085428 + iteration 660 SAEMOBJ= -2272.1688047919356 + iteration 670 SAEMOBJ= -2272.1752078172490 + iteration 680 SAEMOBJ= -2272.2116099875157 + iteration 690 SAEMOBJ= -2272.2411962757742 + iteration 700 SAEMOBJ= -2272.2431378763517 + iteration 710 SAEMOBJ= -2272.2616962264747 + iteration 720 SAEMOBJ= -2272.2532765326237 + iteration 730 SAEMOBJ= -2272.1968693730419 + iteration 740 SAEMOBJ= -2272.1758303138649 + iteration 750 SAEMOBJ= -2272.2187672167429 + iteration 760 SAEMOBJ= -2272.2614386853456 + iteration 770 SAEMOBJ= -2272.2705020647386 + iteration 780 SAEMOBJ= -2272.2717037876860 + iteration 790 SAEMOBJ= -2272.2947589212004 + iteration 800 SAEMOBJ= -2272.3156025738135 + iteration 810 SAEMOBJ= -2272.3600346226053 + iteration 820 SAEMOBJ= -2272.3222061932397 + iteration 830 SAEMOBJ= -2272.3477806611395 + iteration 840 SAEMOBJ= -2272.3348676153450 + iteration 850 SAEMOBJ= -2272.3115911223445 + iteration 860 SAEMOBJ= -2272.3209084620103 + iteration 870 SAEMOBJ= -2272.2775393028196 + iteration 880 SAEMOBJ= -2272.2670178075036 + iteration 890 SAEMOBJ= -2272.2026486080540 + iteration 900 SAEMOBJ= -2272.2314155213539 + iteration 910 SAEMOBJ= -2272.2832764254858 + iteration 920 SAEMOBJ= -2272.3367074303433 + iteration 930 SAEMOBJ= -2272.3509198988190 + iteration 940 SAEMOBJ= -2272.3766290725998 + iteration 950 SAEMOBJ= -2272.3723205089964 + iteration 960 SAEMOBJ= -2272.3694746772635 + iteration 970 SAEMOBJ= -2272.3302149730030 + iteration 980 SAEMOBJ= -2272.3031918131583 + iteration 990 SAEMOBJ= -2272.2960554486745 + iteration 1000 SAEMOBJ= -2272.3133952019994 + + #TERM: + STOCHASTIC PORTION WAS COMPLETED + REDUCED STOCHASTIC PORTION WAS COMPLETED + + ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, + AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. + + ETABAR: 0.0000E+00 2.8305E-06 -5.4281E-06 0.0000E+00 0.0000E+00 + SE: 0.0000E+00 4.0737E-02 5.2611E-02 0.0000E+00 0.0000E+00 + N: 0 90 90 0 0 + + P VAL.: 1.0000E+00 9.9994E-01 9.9992E-01 1.0000E+00 1.0000E+00 + + ETASHRINKSD(%) 0.0000E+00 7.2202E+00 9.7412E+00 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 0.0000E+00 1.3919E+01 1.8534E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 0.0000E+00 7.2137E+00 9.7471E+00 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 0.0000E+00 1.3907E+01 1.8544E+01 0.0000E+00 0.0000E+00 + RELATIVEINF(%) 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + EPSSHRINKSD(%) 1.2313E+01 1.0000E+02 + EPSSHRINKVR(%) 2.3109E+01 1.0000E+02 + + + TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 641 + N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1178.0791995683903 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2272.3133952019994 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1094.2341956336090 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + TOTAL EFFECTIVE ETAS (NIND*NETA): 180 + NIND*NETA*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 330.81787195368219 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2272.3133952019994 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1941.4955232483171 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + #TERE: + Elapsed estimation time in seconds: 28.80 + Elapsed covariance time in seconds: 0.01 +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + #OBJT:************** FINAL VALUE OF LIKELIHOOD FUNCTION ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + + + + #OBJV:******************************************** -2272.313 ************************************************** +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** FINAL PARAMETER ESTIMATE ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 8.13E-01 4.32E+00 2.47E+00 5.43E+00 2.23E+00 4.20E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 1.75E-01 + + ETA3 ++ 0.00E+00 0.00E+00 3.09E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 8.09E-02 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 4.19E-01 + + ETA3 ++ 0.00E+00 0.00E+00 5.56E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 2.84E-01 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** STANDARD ERROR OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 5.10E-02 5.59E-02 1.57E-01 3.83E-01 1.34E-01 2.01E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 3.28E-02 + + ETA3 ++ 0.00E+00 0.00E+00 1.31E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 5.97E-03 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ ......... + + ETA2 ++ ......... 3.92E-02 + + ETA3 ++ ......... ......... 1.17E-01 + + ETA4 ++ ......... ......... ......... ......... + + ETA5 ++ ......... ......... ......... ......... ......... + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 1.05E-02 + + EPS2 ++ ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** COVARIANCE MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 2.61E-03 + + TH 2 ++ 1.20E-03 3.13E-03 + + TH 3 ++ -1.41E-03 -2.21E-04 2.46E-02 + + TH 4 ++ 3.96E-03 2.07E-03 -5.33E-02 1.47E-01 + + TH 5 ++ 1.08E-03 3.25E-04 -1.86E-02 4.91E-02 1.79E-02 + + TH 6 ++ 3.18E-04 -1.35E-03 -6.88E-03 2.47E-02 9.06E-03 4.02E-02 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -1.24E-04 1.53E-04 2.03E-05 -5.92E-05 3.72E-05 2.25E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.08E-03 + + OM23 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 1.64E-03 6.60E-04 -1.58E-02 4.55E-02 1.53E-02 9.20E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.05E-04 + 0.00E+00 0.00E+00 0.00E+00 1.71E-02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -2.91E-05 -3.48E-05 -9.87E-06 -2.58E-05 6.76E-05 -1.07E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.79E-05 + 0.00E+00 0.00E+00 0.00E+00 -7.43E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.56E-05 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** CORRELATION MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 5.10E-02 + + TH 2 ++ 4.22E-01 5.59E-02 + + TH 3 ++ -1.76E-01 -2.52E-02 1.57E-01 + + TH 4 ++ 2.02E-01 9.65E-02 -8.86E-01 3.83E-01 + + TH 5 ++ 1.57E-01 4.34E-02 -8.87E-01 9.56E-01 1.34E-01 + + TH 6 ++ 3.11E-02 -1.20E-01 -2.19E-01 3.21E-01 3.37E-01 2.01E-01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -7.43E-02 8.34E-02 3.94E-03 -4.70E-03 8.48E-03 3.42E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.28E-02 + + OM23 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 2.46E-01 9.04E-02 -7.69E-01 9.08E-01 8.73E-01 3.51E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.45E-02 + 0.00E+00 0.00E+00 0.00E+00 1.31E-01 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -9.55E-02 -1.04E-01 -1.05E-02 -1.13E-02 8.46E-02 -8.94E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -9.16E-02 + 0.00E+00 0.00E+00 0.00E+00 -9.53E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.97E-03 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** INVERSE COVARIANCE MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 5.18E+02 + + TH 2 ++ -2.05E+02 4.37E+02 + + TH 3 ++ 4.49E+01 -5.63E+01 2.34E+02 + + TH 4 ++ 1.09E+01 -4.22E+01 5.91E+01 1.29E+02 + + TH 5 ++ 6.67E+01 1.50E+01 1.50E+02 -1.99E+02 8.59E+02 + + TH 6 ++ -1.28E+01 3.00E+01 -2.03E+01 -2.47E+00 -2.79E+01 3.62E+01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ 1.21E+02 -1.49E+02 4.97E+01 4.00E+01 -2.41E+00 -7.77E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.14E+03 + + OM23 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ -8.31E+01 3.58E+01 -6.86E+01 -1.09E+02 -1.00E+02 -5.64E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.81E+01 + 0.00E+00 0.00E+00 0.00E+00 3.89E+02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -3.41E+01 2.75E+02 -3.74E+02 2.41E+02 -1.96E+03 1.23E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.80E+02 + 0.00E+00 0.00E+00 0.00E+00 8.40E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.44E+04 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** EIGENVALUES OF COR MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + 1 2 3 4 5 6 7 8 9 + + 3.55E-02 7.14E-02 2.07E-01 4.61E-01 6.89E-01 9.14E-01 1.32E+00 1.45E+00 3.84E+00 + +1 + + + #TBLN: 2 + #METH: Objective Function Evaluation by Importance Sampling + + ESTIMATION STEP OMITTED: NO + ANALYSIS TYPE: POPULATION + NUMBER OF SADDLE POINT RESET ITERATIONS: 0 + GRADIENT METHOD USED: NOSLOW + CONDITIONAL ESTIMATES USED: YES + CENTERED ETA: NO + EPS-ETA INTERACTION: YES + LAPLACIAN OBJ. FUNC.: NO + NO. OF FUNCT. EVALS. ALLOWED: 99999 + NO. OF SIG. FIGURES REQUIRED: 3 + INTERMEDIATE PRINTOUT: YES + ESTIMATE OUTPUT TO MSF: YES + ABORT WITH PRED EXIT CODE 1: NO + IND. OBJ. FUNC. VALUES SORTED: NO + NUMERICAL DERIVATIVE + FILE REQUEST (NUMDER): NONE + MAP (ETAHAT) ESTIMATION METHOD (OPTMAP): 0 + ETA HESSIAN EVALUATION METHOD (ETADER): 0 + INITIAL ETA FOR MAP ESTIMATION (MCETA): 0 + SIGDIGITS FOR MAP ESTIMATION (SIGLO): 100 + GRADIENT SIGDIGITS OF + FIXED EFFECTS PARAMETERS (SIGL): 100 + NOPRIOR SETTING (NOPRIOR): 0 + NOCOV SETTING (NOCOV): OFF + DERCONT SETTING (DERCONT): OFF + FINAL ETA RE-EVALUATION (FNLETA): 1 + EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS + IN SHRINKAGE (ETASTYPE): NO + NON-INFL. ETA CORRECTION (NONINFETA): 0 + RAW OUTPUT FILE (FILE): psn.ext + EXCLUDE TITLE (NOTITLE): NO + EXCLUDE COLUMN LABELS (NOLABEL): NO + FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 + PARAMETER ORDER FOR OUTPUTS (ORDER): TSOL + KNUTHSUMOFF: 0 + INCLUDE LNTWOPI: NO + INCLUDE CONSTANT TERM TO PRIOR (PRIORC): NO + INCLUDE CONSTANT TERM TO OMEGA (ETA) (OLNTWOPI):NO + EM OR BAYESIAN METHOD USED: IMPORTANCE SAMPLING (IMP) + MU MODELING PATTERN (MUM): + GRADIENT/GIBBS PATTERN (GRD): + AUTOMATIC SETTING FEATURE (AUTO): 0 + CONVERGENCE TYPE (CTYPE): 3 + CONVERGENCE INTERVAL (CINTERVAL): 1 + CONVERGENCE ITERATIONS (CITER): 10 + CONVERGENCE ALPHA ERROR (CALPHA): 5.000000000000000E-02 + ITERATIONS (NITER): 20 + ANNEAL SETTING (CONSTRAIN): 1 + STARTING SEED FOR MC METHODS (SEED): 3442 + MC SAMPLES PER SUBJECT (ISAMPLE): 5000 + RANDOM SAMPLING METHOD (RANMETHOD): 3UP + EXPECTATION ONLY (EONLY): 1 + PROPOSAL DENSITY SCALING RANGE + (ISCALE_MIN, ISCALE_MAX): 0.100000000000000 ,10.0000000000000 + SAMPLE ACCEPTANCE RATE (IACCEPT): 0.400000000000000 + LONG TAIL SAMPLE ACCEPT. RATE (IACCEPTL): 0.00000000000000 + T-DIST. PROPOSAL DENSITY (DF): 0 + NO. ITERATIONS FOR MAP (MAPITER): 1 + INTERVAL ITER. FOR MAP (MAPINTER): 0 + MAP COVARIANCE/MODE SETTING (MAPCOV): 1 + Gradient Quick Value (GRDQ): 0.00000000000000 + + + THE FOLLOWING LABELS ARE EQUIVALENT + PRED=PREDI + RES=RESI + WRES=WRESI + IWRS=IWRESI + IPRD=IPREDI + IRS=IRESI + + EM/BAYES SETUP: + THETAS THAT ARE MU MODELED: + 2 3 6 + THETAS THAT ARE SIGMA-LIKE: + + + MONITORING OF SEARCH: + + iteration 0 OBJ= -1728.0745844862467 eff.= 5591. Smpl.= 5000. Fit.= 0.94113 + iteration 1 OBJ= -1728.8682800872614 eff.= 1782. Smpl.= 5000. Fit.= 0.79186 + iteration 2 OBJ= -1728.9023833663889 eff.= 1891. Smpl.= 5000. Fit.= 0.80529 + iteration 3 OBJ= -1728.3856077783794 eff.= 1989. Smpl.= 5000. Fit.= 0.81418 + iteration 4 OBJ= -1728.4042559629363 eff.= 1983. Smpl.= 5000. Fit.= 0.81417 + iteration 5 OBJ= -1728.3671456593825 eff.= 2010. Smpl.= 5000. Fit.= 0.81526 + iteration 6 OBJ= -1728.4703637279163 eff.= 2002. Smpl.= 5000. Fit.= 0.81532 + iteration 7 OBJ= -1728.3452229466052 eff.= 2006. Smpl.= 5000. Fit.= 0.81527 + iteration 8 OBJ= -1728.4932915260667 eff.= 2001. Smpl.= 5000. Fit.= 0.81512 + iteration 9 OBJ= -1728.7113476910802 eff.= 2008. Smpl.= 5000. Fit.= 0.81521 + iteration 10 OBJ= -1728.4557906091013 eff.= 1996. Smpl.= 5000. Fit.= 0.81447 + iteration 11 OBJ= -1728.8407149918473 eff.= 2004. Smpl.= 5000. Fit.= 0.81521 + Convergence achieved + iteration 11 OBJ= -1728.0393823791703 eff.= 1992. Smpl.= 5000. Fit.= 0.81475 + + #TERM: + EXPECTATION ONLY PROCESS WAS COMPLETED + + + ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, + AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. + + ETABAR: 0.0000E+00 -3.6015E-04 2.1363E-03 0.0000E+00 0.0000E+00 + SE: 0.0000E+00 4.0724E-02 5.2542E-02 0.0000E+00 0.0000E+00 + N: 0 90 90 0 0 + + P VAL.: 1.0000E+00 9.9294E-01 9.6757E-01 1.0000E+00 1.0000E+00 + + ETASHRINKSD(%) 0.0000E+00 7.2498E+00 9.8589E+00 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 0.0000E+00 1.3974E+01 1.8746E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 0.0000E+00 7.2492E+00 9.6810E+00 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 0.0000E+00 1.3973E+01 1.8425E+01 0.0000E+00 0.0000E+00 + RELATIVEINF(%) 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + EPSSHRINKSD(%) 1.2241E+01 1.0000E+02 + EPSSHRINKVR(%) 2.2984E+01 1.0000E+02 + + + TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 641 + N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1178.0791995683903 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -1728.0393823791703 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -549.96018281078000 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + TOTAL EFFECTIVE ETAS (NIND*NETA): 180 + + #TERE: + Elapsed estimation time in seconds: 39.61 + Elapsed covariance time in seconds: 167.04 +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + #OBJT:************** FINAL VALUE OF OBJECTIVE FUNCTION ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + + + + #OBJV:******************************************** -1728.039 ************************************************** +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** FINAL PARAMETER ESTIMATE ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 8.13E-01 4.32E+00 2.47E+00 5.43E+00 2.23E+00 4.20E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 1.75E-01 + + ETA3 ++ 0.00E+00 0.00E+00 3.09E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 8.09E-02 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 4.19E-01 + + ETA3 ++ 0.00E+00 0.00E+00 5.56E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 2.84E-01 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** STANDARD ERROR OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 6.44E-02 5.86E-02 1.13E-01 2.94E-01 8.31E-02 1.77E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 3.24E-02 + + ETA3 ++ 0.00E+00 0.00E+00 5.21E-02 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 5.45E-03 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ ......... + + ETA2 ++ ......... 3.87E-02 + + ETA3 ++ ......... ......... 4.68E-02 + + ETA4 ++ ......... ......... ......... ......... + + ETA5 ++ ......... ......... ......... ......... ......... + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 9.58E-03 + + EPS2 ++ ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** COVARIANCE MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 4.15E-03 + + TH 2 ++ 2.16E-03 3.43E-03 + + TH 3 ++ -2.88E-03 -2.37E-03 1.28E-02 + + TH 4 ++ 8.93E-03 5.89E-03 -2.75E-02 8.61E-02 + + TH 5 ++ 1.47E-03 1.14E-03 -6.06E-03 2.05E-02 6.91E-03 + + TH 6 ++ 1.84E-03 2.97E-03 -4.93E-03 1.61E-02 4.03E-03 3.14E-02 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -4.53E-04 -5.75E-04 1.04E-03 -3.01E-03 -8.84E-04 -2.43E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.05E-03 + + OM23 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 6.50E-04 8.51E-04 -2.56E-03 5.20E-03 1.06E-03 1.29E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -7.00E-04 + 0.00E+00 0.00E+00 0.00E+00 2.71E-03 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ 9.54E-05 1.07E-04 -1.07E-04 3.30E-04 5.26E-05 1.42E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.71E-05 + 0.00E+00 0.00E+00 0.00E+00 6.90E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.97E-05 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** CORRELATION MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 6.44E-02 + + TH 2 ++ 5.72E-01 5.86E-02 + + TH 3 ++ -3.96E-01 -3.57E-01 1.13E-01 + + TH 4 ++ 4.73E-01 3.43E-01 -8.28E-01 2.94E-01 + + TH 5 ++ 2.75E-01 2.33E-01 -6.44E-01 8.41E-01 8.31E-02 + + TH 6 ++ 1.61E-01 2.86E-01 -2.46E-01 3.09E-01 2.74E-01 1.77E-01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -2.17E-01 -3.02E-01 2.85E-01 -3.16E-01 -3.28E-01 -4.22E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.24E-02 + + OM23 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 1.94E-01 2.79E-01 -4.35E-01 3.40E-01 2.46E-01 1.40E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -4.14E-01 + 0.00E+00 0.00E+00 0.00E+00 5.21E-02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ 2.72E-01 3.35E-01 -1.73E-01 2.06E-01 1.16E-01 1.47E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -9.67E-02 + 0.00E+00 0.00E+00 0.00E+00 2.43E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.45E-03 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** INVERSE COVARIANCE MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 4.49E+02 + + TH 2 ++ -2.25E+02 5.07E+02 + + TH 3 ++ -3.27E+01 5.35E+01 2.86E+02 + + TH 4 ++ -7.40E+01 2.45E+01 1.03E+02 9.15E+01 + + TH 5 ++ 1.26E+02 -2.42E+01 -6.46E+01 -1.66E+02 5.66E+02 + + TH 6 ++ 1.54E+01 -2.39E+01 -3.47E+00 -8.20E+00 6.20E+00 4.25E+01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ 5.42E+01 8.22E+01 2.84E+01 -2.05E+01 1.53E+02 8.78E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.46E+03 + + OM23 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 3.81E+01 -3.68E+01 1.06E+02 6.64E-02 4.31E+01 1.86E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.23E+02 + 0.00E+00 0.00E+00 0.00E+00 5.51E+02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -2.84E+02 -8.91E+02 -3.01E+02 -1.76E+02 2.53E+02 -9.09E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -7.34E+02 + 0.00E+00 0.00E+00 0.00E+00 -8.67E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 4.02E+04 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** EIGENVALUES OF COR MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + 1 2 3 4 5 6 7 8 9 + + 8.30E-02 2.79E-01 3.96E-01 4.85E-01 7.56E-01 8.93E-01 1.09E+00 1.26E+00 3.76E+00 + + Elapsed postprocess time in seconds: 0.04 + Elapsed finaloutput time in seconds: 0.03 + #CPUT: Total CPU Time in Seconds, 235.670 +Stop Time: +Sat Jul 13 10:04:24 EDT 2024 diff --git a/inst/examples/nonmem/xgxr132.mod b/inst/examples/nonmem/xgxr132.mod new file mode 100644 index 00000000..be56b9dd --- /dev/null +++ b/inst/examples/nonmem/xgxr132.mod @@ -0,0 +1,70 @@ +$PROBLEM 031 SAEM + +;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY +;; BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB eff0 +$INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ CYCLE +DOSE MALEN PART PROFDAY PROFTIME WEIGHTB + +$DATA ../data/xgxr2covs.csv IGNORE=@ IGNORE=(FLAG.NE.0) IGNORE(DOSE.LT.30) + +$SUBROUTINE ADVAN4 TRANS4 + +$PK +LTVKA=THETA(1) +LTVV2=THETA(2) +LTVCL=THETA(3) +LTVV3=THETA(4) +LTVQ=THETA(5) + +MU_1=LTVKA +KA=EXP(MU_1+ETA(1)) +MU_2=LTVV2 +V2=EXP(MU_2+ETA(2)) +MU_3=LTVCL+THETA(6) * LOG(AGE/54) +CL=EXP(MU_3+ETA(3)) +MU_4=LTVV3 +V3=EXP(MU_4+ETA(4)) +MU_5 = LTVQ +Q =EXP(MU_5+ETA(5)) +S2=V2 + +$ERROR + IPRED=F + IRES=DV-IPRED + + IF (IPRED.GT.1) THEN + W = SQRT(IPRED**2*SIGMA(1,1) + SIGMA(2,2)) + ELSE + W=1 + ENDIF + + IWRES=IRES/W + Y=F+F*ERR(1)+ERR(2) + +;-----------------------INITIAL ESTIMATES--------------------------------- +$THETA (.1) ; 1 - LTVKA +$THETA (3) ; 2 - LTVV2 +$THETA (1) ; 3 - LTVCL +$THETA (4) ; 4 - LTVV3 +$THETA (-1) ; 5 - LTVQ +$THETA .1 ; 6 - AGEEFF + +$OMEGA 0 FIX +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0 FIX +$OMEGA 0 FIX + +$SIGMA 0.1 +$SIGMA 0 FIX + +;; $ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 +;; PRINT=10 NOABORT MSFO=xgxr032.msf +$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr032.msf + +$ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P + +$COV PRINT=E + +$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT FILE=xgxr032_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr032_etas.txt diff --git a/inst/examples/nonmem/xgxr132.shk b/inst/examples/nonmem/xgxr132.shk new file mode 100644 index 00000000..dc99ba86 --- /dev/null +++ b/inst/examples/nonmem/xgxr132.shk @@ -0,0 +1,26 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 +TYPE SUBPOP ETA(1) ETA(2) ETA(3) ETA(4) ETA(5) + 1 1 0.00000E+00 2.83050E-06 -5.42806E-06 0.00000E+00 0.00000E+00 + 2 1 0.00000E+00 4.07369E-02 5.26111E-02 0.00000E+00 0.00000E+00 + 3 1 1.00000E+00 9.99945E-01 9.99918E-01 1.00000E+00 1.00000E+00 + 4 1 0.00000E+00 7.22016E+00 9.74122E+00 0.00000E+00 0.00000E+00 + 5 1 1.23128E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 6 1 0.00000E+00 7.21373E+00 9.74711E+00 0.00000E+00 0.00000E+00 + 7 1 0.00000E+00 9.00000E+01 9.00000E+01 0.00000E+00 0.00000E+00 + 8 1 0.00000E+00 1.39190E+01 1.85335E+01 0.00000E+00 0.00000E+00 + 9 1 0.00000E+00 1.39071E+01 1.85442E+01 0.00000E+00 0.00000E+00 + 10 1 2.31095E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 11 1 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 +TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 +TYPE SUBPOP ETA(1) ETA(2) ETA(3) ETA(4) ETA(5) + 1 1 0.00000E+00 -3.60151E-04 2.13626E-03 0.00000E+00 0.00000E+00 + 2 1 0.00000E+00 4.07239E-02 5.25425E-02 0.00000E+00 0.00000E+00 + 3 1 1.00000E+00 9.92944E-01 9.67569E-01 1.00000E+00 1.00000E+00 + 4 1 0.00000E+00 7.24979E+00 9.85893E+00 0.00000E+00 0.00000E+00 + 5 1 1.22413E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 6 1 0.00000E+00 7.24918E+00 9.68102E+00 0.00000E+00 0.00000E+00 + 7 1 0.00000E+00 9.00000E+01 9.00000E+01 0.00000E+00 0.00000E+00 + 8 1 0.00000E+00 1.39740E+01 1.87459E+01 0.00000E+00 0.00000E+00 + 9 1 0.00000E+00 1.39729E+01 1.84248E+01 0.00000E+00 0.00000E+00 + 10 1 2.29840E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 11 1 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 From 1ab46ca65abe0513797b76c968e68137f2a5a510 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Sun, 21 Jul 2024 20:39:50 -0400 Subject: [PATCH 13/33] NMrelate polished --- R/NMrelateOne.R | 63 +++--------------- .../testthat/testReference/NMrelateOne_01.rds | Bin 0 -> 538 bytes tests/testthat/testReference/NMrelate_01.rds | Bin 0 -> 493 bytes tests/testthat/testReference/NMrelate_02.rds | Bin 0 -> 1876 bytes tests/testthat/testReference/NMrelate_03.rds | Bin 0 -> 614 bytes tests/testthat/test_NMrelate.R | 41 +++++++++--- 6 files changed, 41 insertions(+), 63 deletions(-) create mode 100644 tests/testthat/testReference/NMrelateOne_01.rds create mode 100644 tests/testthat/testReference/NMrelate_01.rds create mode 100644 tests/testthat/testReference/NMrelate_02.rds create mode 100644 tests/testthat/testReference/NMrelate_03.rds diff --git a/R/NMrelateOne.R b/R/NMrelateOne.R index e6408161..6121c728 100644 --- a/R/NMrelateOne.R +++ b/R/NMrelateOne.R @@ -22,6 +22,7 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ par.type <- toupper(cleanSpaces(par.type)) if(par.type=="ETA") par.type <- "OMEGA" if(par.type%in%c("ERR","EPS")) par.type <- "SIGMA" + str.regex <- switch(par.type, OMEGA="ETA" ,THETA="THETA" @@ -30,37 +31,10 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ ) str.regex.find <- paste0("[^[:alnum:]]",str.regex) - ##if(type%in%cc(ETA,THETA)){ lines <- c(NMreadSection(lines=lines,section="PRED",keep.comments=FALSE), NMreadSection(lines=lines,section="PK",keep.comments=FALSE), NMreadSection(lines=lines,section="ERROR",keep.comments=FALSE) ) - ## } - ## if(type=="SIGMA"){ - ## lines <- NMreadSection(lines=lines,section="ERROR",keep.comments=FALSE) - ## } - - ## function(line,var.type){ - ## ## eta, theta - ## if(var.type%in%cc(ETA,THETA,ERR,EPS)){ - ## dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - - ## dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*)\\)"),"\\1",text.eta))] - ## if(type%in%c("ETA","ERR","EPS")){ - ## dt.code[,j:=i] - ## } else { - ## dt.code[,j:=NA_integer_] - ## } - ## } - ## ## sigma - ## if(var.type=="SIGMA"){ - ## dt.code <- dt.code[,.(text.eta=regmatches(line2, gregexpr(paste0(str.regex,"\\([0-9]+,[0-9]+\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - - ## dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\1",text.eta))] - ## dt.code[,j:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\2",text.eta))] - ## } - ## } - dt.code <- data.table(line.eta = lines[grepl(str.regex.find,lines)]) @@ -69,15 +43,10 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ ## determine found variable type? - dt.code <- dt.code[,.(varname=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+(,[0-9]+)*)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + dt.code <- dt.code[,.(varname=regmatches(line2, gregexpr(paste0(str.regex.find,"\\(([0-9]+(,[0-9]+)*)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + dt.code[,varname:=sub("^[^[:alnum:]]","",varname)] dt.code[,var.type:=sub(sprintf("(%s).*",str.regex),"\\1",varname)][,lineno:=.I] -###### instead, create a function that will be run on each line of dt.code - ## eta, theta - ##if(var.type%in%cc(ETA,THETA,ERR,EPS)){ - #dt.code <- dt.code[,.(parname=regmatches(line2, gregexpr(paste0(str.regex,"\\(([0-9]+)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - - ## dt.code[var.type%in%cc(ETA,THETA,ERR,EPS),i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*)\\)"),"\\1",parname))] dt.code[var.type%in%cc(ETA,THETA,ERR,EPS), i:=as.numeric(sub(paste0(".*",var.type,"\\(([1-9][0-9]*)\\)"),"\\1",varname)), @@ -86,19 +55,11 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ dt.code[,j:=NA_integer_] dt.code[var.type%in%c("ETA","ERR","EPS"),j:=i] - ##} - ## } - ## sigma - - dt.code[var.type=="SIGMA", - ##dt.code <- dt.code[,.(parname=regmatches(line2, gregexpr(paste0(str.regex,"\\([0-9]+,[0-9]+\\)"),line2)) |> unlist()),by=.(line.eta,line2)] - - ##dt.code[,i:=as.numeric(sub(paste0(".*",str.regex,"\\(([1-9][0-9]*),([1-9][0-9]*)\\)"),"\\1",parname))] - + dt.code[var.type=="SIGMA", i:=as.integer(sub(".*\\(([1-9][0-9]*),([1-9][0-9]*)\\)","\\1",varname))] dt.code[var.type=="SIGMA", j:=as.integer(sub(".*\\(([1-9][0-9]*),([1-9][0-9]*)\\)","\\2",varname))] - ##} + dt.code[,parname:=varname] @@ -117,23 +78,15 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ if(by.par){ dt.code.eta <- dt.code[,.(LHS=paste(unique(LHS),collapse=", "), - label.LHS=paste(unique(LHS),collapse=", "), + label=paste(unique(LHS),collapse=", "), code=paste(line2,collapse=", ") - ),by=.(parname,par.type,i,j,nrep.LHS)] + ),by=.(parname,par.type,i,j,nrep.LHS,nrep.par)] dt.code.eta[nrep.LHS>1, - label.LHS:=paste(paste(unique(LHS),collapse=", "),parname,sep=" - ")] + 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--git a/tests/testthat/test_NMrelate.R b/tests/testthat/test_NMrelate.R index 09ffcbdb..909002ee 100644 --- a/tests/testthat/test_NMrelate.R +++ b/tests/testthat/test_NMrelate.R @@ -4,29 +4,48 @@ context("NMrelate") ### sigma doesn't quite work test_that("basic",{ file.mod <- "testData/nonmem/xgxr032.mod" + fileRef <- "testReference/NMrelateOne_01.rds" + + res <- list( + NMrelateOne(file=file.mod,par.type="eta") + , + NMrelateOne(file.mod,par.type="theta") + , + NMrelateOne(file.mod,par.type="sigma") + ) - NMrelateOne(file=file.mod,par.type="eta") - NMrelateOne(file.mod,par.type="theta") - NMrelateOne(file.mod,par.type="sigma") + expect_equal_to_reference(res,fileRef) }) test_that("Find all",{ file.mod <- "testData/nonmem/xgxr032.mod" + fileRef <- "testReference/NMrelate_01.rds" + ## getLines(file.mod) res <- NMrelate(file=file.mod) - res + + expect_equal_to_reference(res,fileRef) }) test_that("merge with NMreadExt results",{ file.mod <- "testData/nonmem/xgxr032.mod" + fileRef <- "testReference/NMrelate_02.rds" + res.rel <- NMrelate(file=file.mod) res.ext <- NMreadExt(file=file.mod,as.fun="data.table") - mergeCheck(res.ext[!is.na(par.type)],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T) - + res <- list( + ext.all=mergeCheck(res.ext[!is.na(par.type)],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T) + , + ext.nofix=mergeCheck(res.ext[!is.na(par.type)&FIX==0],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL) + , + labs.all=mergeCheck(res.rel,res.ext[!is.na(par.type)],by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T) + ) + + expect_equal_to_reference(res,fileRef) }) @@ -35,8 +54,14 @@ test_that("2 models",{ file.mod <- c("testData/nonmem/xgxr032.mod", "testData/nonmem/xgxr024.mod") - ## getLines(file.mod) + + fileRef <- "testReference/NMrelate_03.rds" + + res1 <- NMrelate(file=file.mod[1]) + res2 <- NMrelate(file=file.mod[2]) res <- NMrelate(file=file.mod) - res + expect_equal_to_reference(res,fileRef) + + NMrelateOne(file.mod[2]) }) From d32ae236417d9c3821e738e68f93eb62aaa6ad25 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 22 Jul 2024 18:41:49 -0400 Subject: [PATCH 14/33] upding parname to par.name --- R/NMreadExt.R | 6 ++-- R/NMrelateOne.R | 30 ++++++++-------- tests/testthat/testReference/NMreadExt_01.rds | Bin 765 -> 719 bytes tests/testthat/testReference/NMreadExt_02.rds | Bin 1927 -> 1575 bytes tests/testthat/testReference/NMreadExt_03.rds | Bin 2862 -> 2216 bytes tests/testthat/testReference/NMreadExt_04.rds | Bin 1664 -> 1454 bytes tests/testthat/testReference/NMreadExt_05.rds | Bin 2268 -> 1624 bytes tests/testthat/testReference/NMreadExt_06.rds | Bin 575 -> 555 bytes .../testthat/testReference/NMrelateOne_01.rds | Bin 538 -> 535 bytes tests/testthat/testReference/NMrelate_01.rds | Bin 493 -> 491 bytes tests/testthat/testReference/NMrelate_02.rds | Bin 1876 -> 1868 bytes tests/testthat/testReference/NMrelate_03.rds | Bin 614 -> 612 bytes tests/testthat/test_NMreadExt.R | 32 +++++++++++++++++- tests/testthat/test_NMrelate.R | 2 +- 14 files changed, 50 insertions(+), 20 deletions(-) diff --git a/R/NMreadExt.R b/R/NMreadExt.R index 66ff7fe6..2712a4ce 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -172,11 +172,11 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m pars <- dcast(pars,model+TABLENO+NMREP+table.step+parameter~variable,value.var="value") pars <- addParType(pars) + + ### this setorder call doesnt work - unsure why ## setorder(pars,match(par.type,c("THETA","OMEGA","SIGMA")),i,j) - ## pars <- pars[ - ## frank(pars,match(par.type,c("THETA","OMEGA","SIGMA"))) - ## ,i,j)] + pars <- pars[order(match(par.type,c("THETA","OMEGA","SIGMA")),i,j)] } ## what to do about OBJ? Disregard? And keep in a iteration table instead? diff --git a/R/NMrelateOne.R b/R/NMrelateOne.R index 6121c728..1a00e524 100644 --- a/R/NMrelateOne.R +++ b/R/NMrelateOne.R @@ -16,6 +16,7 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ if(missing(as.fun)) as.fun <- NULL as.fun <- NMdataDecideOption("as.fun",as.fun) + if(!by.par){stop("")} lines <- getLines(file=file,lines=lines) @@ -37,13 +38,13 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ ) - dt.code <- data.table(line.eta = lines[grepl(str.regex.find,lines)]) + dt.code <- data.table(line.var = lines[grepl(str.regex.find,lines)]) ## remove spaces - dt.code[,line2:=gsub(" ","",line.eta)] + dt.code[,line2:=gsub(" ","",line.var)] ## determine found variable type? - dt.code <- dt.code[,.(varname=regmatches(line2, gregexpr(paste0(str.regex.find,"\\(([0-9]+(,[0-9]+)*)\\)"),line2)) |> unlist()),by=.(line.eta,line2)] + dt.code <- dt.code[,.(varname=regmatches(line2, gregexpr(paste0(str.regex.find,"\\(([0-9]+(,[0-9]+)*)\\)"),line2)) |> unlist()),by=.(line.var,line2)] dt.code[,varname:=sub("^[^[:alnum:]]","",varname)] dt.code[,var.type:=sub(sprintf("(%s).*",str.regex),"\\1",varname)][,lineno:=.I] @@ -62,9 +63,9 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ - dt.code[,parname:=varname] - dt.code[var.type=="ETA",parname:=sprintf("%s(%s,%s)","OMEGA",i,j)] - dt.code[var.type%in%cc(EPS,ERR),parname:=sprintf("%s(%s,%s)","SIGMA",i,j)] + dt.code[,par.name:=varname] + dt.code[var.type=="ETA",par.name:=sprintf("%s(%s,%s)","OMEGA",i,j)] + dt.code[var.type%in%cc(EPS,ERR),par.name:=sprintf("%s(%s,%s)","SIGMA",i,j)] dt.code[,LHS:=sub("(.*)=.*","\\1",line2)] dt.code[,par.type:=..par.type] @@ -73,25 +74,24 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ ## if a LHS is affected by multiple ETAs we number them dt.code[,nrep.LHS:=.N,by=.(LHS)] dt.code[,nrep.par:=.N,by=.(par.type,i,j)] - dt.code[,label.LHS:=LHS] 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zcmV-o0GiO3Z;@l@3d`5|rWH72WwmS-jX#$%WD?g0i zOGDNnSk>HHPENm6(MA4*8JEzE$K!AMIu3{N8Lk6~g`@a9u6{_k_k{fT34~70lL!p} E0I1|G Date: Mon, 22 Jul 2024 18:48:57 -0400 Subject: [PATCH 15/33] auto extension in NMreadCov --- DESCRIPTION | 2 +- man/NMreadCov.Rd | 2 +- man/NMreadSection.Rd | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 32561134..3cd36e9e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -13,7 +13,7 @@ Authors@R: Maintainer: Philip Delff Description: Efficient tools for preparation, checking and post-processing of data in PK/PD (pharmacokinetics/pharmacodynamics) modeling, with focus on use of Nonmem. Attention is paid to ensure consistency, traceability, and Nonmem compatibility of Data. Rigorously checks final Nonmem datasets. Implemented in 'data.table', but easily integrated with 'base' and 'tidyverse'. License: MIT + file LICENSE -RoxygenNote: 7.2.3 +RoxygenNote: 7.3.1 Roxygen: list(roclets=c("collate", "namespace", "rd", "vignette")) Depends: R (>= 3.1.0) Imports: diff --git a/man/NMreadCov.Rd b/man/NMreadCov.Rd index 0e9c8a13..fe3a0ee5 100644 --- a/man/NMreadCov.Rd +++ b/man/NMreadCov.Rd @@ -4,7 +4,7 @@ \alias{NMreadCov} \title{Read in data file} \usage{ -NMreadCov(file, ...) +NMreadCov(file, auto.ext, ...) } \arguments{ \item{file}{The .cov covariance Nonmem matrix file to read} diff --git a/man/NMreadSection.Rd b/man/NMreadSection.Rd index 48bdb876..c909dceb 100644 --- a/man/NMreadSection.Rd +++ b/man/NMreadSection.Rd @@ -95,9 +95,9 @@ suitable for the results part too. } \section{Functions}{ \itemize{ -\item \code{NMgetSection}: Deprecated function name. Use NMreadSection. -}} +\item \code{NMgetSection()}: Deprecated function name. Use NMreadSection. +}} \examples{ NMreadSection(system.file("examples/nonmem/xgxr001.lst", package="NMdata"),section="DATA") From a355407c8fc1b170fd1ee6e14e4f820353e5ea1e Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Wed, 24 Jul 2024 01:15:42 -0400 Subject: [PATCH 16/33] covariate model --- inst/examples/data/xgxr2covs.csv | 1503 +++++++++++++++++++++++++ inst/examples/data/xgxr2covs.rds | Bin 0 -> 25497 bytes inst/examples/data/xgxr2covs_meta.txt | 4 + inst/examples/nonmem/xgxr132.msf | Bin 0 -> 5372 bytes inst/examples/nonmem/xgxr132_ETAS.msf | Bin 0 -> 78984 bytes inst/examples/nonmem/xgxr132_etas.txt | 733 ++++++++++++ inst/examples/nonmem/xgxr132_res.txt | 733 ++++++++++++ 7 files changed, 2973 insertions(+) create mode 100644 inst/examples/data/xgxr2covs.csv create mode 100644 inst/examples/data/xgxr2covs.rds create mode 100644 inst/examples/data/xgxr2covs_meta.txt create mode 100644 inst/examples/nonmem/xgxr132.msf create mode 100644 inst/examples/nonmem/xgxr132_ETAS.msf create mode 100644 inst/examples/nonmem/xgxr132_etas.txt create mode 100644 inst/examples/nonmem/xgxr132_res.txt diff --git a/inst/examples/data/xgxr2covs.csv b/inst/examples/data/xgxr2covs.csv new file mode 100644 index 00000000..d9079728 --- /dev/null +++ b/inst/examples/data/xgxr2covs.csv @@ -0,0 +1,1503 @@ +ROW,ID,NOMTIME,TIME,EVID,CMT,AMT,DV,FLAG,STUDY,AGE,BLQ,CYCLE,DOSE,MALEN,PART,PROFDAY,PROFTIME,WEIGHTB,eff0,EVENTU,NAME,TIMEUNIT,TRTACT,flag,trtact +1,31,0,0,1,1,3,.,0,1,78.2753008957415,0,1,3,0,1,1,0,87.031,56.461,mg,Dosing,Hours,3 mg,Dosing,3 mg +2,31,0.1,0.13381,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,0.1,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +3,31,0.5,0.48619,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,0.5,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +4,31,1,1.00637,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,1,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +5,31,2,2.02464,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,2,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +6,31,4,4.05792,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,4,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +7,31,8,7.98235,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,8,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +8,31,12,11.88249,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,12,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +9,31,18,17.70457,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,18,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +10,31,23.9,23.73723,0,2,0,0.05,10,1,78.2753008957415,1,1,3,0,1,1,23.9,87.031,56.461,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +11,32,0,0,1,1,3,.,0,1,79.9610165196776,0,1,3,0,1,1,0,100.62,45.096,mg,Dosing,Hours,3 mg,Dosing,3 mg +12,32,0.1,0.15395,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,0.1,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +13,32,0.5,0.69559,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,0.5,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +14,32,1,1.09283,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,1,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +15,32,2,2.11826,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,2,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +16,32,4,4.14729,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,4,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +17,32,8,8.1345,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,8,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +18,32,12,12.2495,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,12,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +19,32,18,18.27137,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,18,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +20,32,23.9,24.30534,0,2,0,0.05,10,1,79.9610165196776,1,1,3,0,1,1,23.9,100.62,45.096,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +21,33,0,0,1,1,3,.,0,1,57.9168098998644,0,1,3,0,1,1,0,112.99,49.189,mg,Dosing,Hours,3 mg,Dosing,3 mg +22,33,0.1,0.1163,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,0.1,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +23,33,0.5,0.5253,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,0.5,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +24,33,1,1.17542,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,1,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +25,33,2,2.27018,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,2,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +26,33,4,4.30927,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,4,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +27,33,8,8.19661,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,8,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +28,33,12,12.10942,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,12,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +29,33,18,18.00368,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,18,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +30,33,23.9,23.90775,0,2,0,0.05,10,1,57.9168098998644,1,1,3,0,1,1,23.9,112.99,49.189,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +31,34,0,0,1,1,3,.,0,1,63.5440802521364,0,1,3,1,1,1,0,144.13,56.239,mg,Dosing,Hours,3 mg,Dosing,3 mg +32,34,0.1,0.08367,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,0.1,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +33,34,0.5,0.29436,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,0.5,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +34,34,1,0.75491,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,1,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +35,34,2,1.69134,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,2,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +36,34,4,3.76737,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,4,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +37,34,8,7.85103,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,8,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +38,34,12,11.77408,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,12,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +39,34,18,17.81426,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,18,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +40,34,23.9,23.58865,0,2,0,0.05,10,1,63.5440802521364,1,1,3,1,1,1,23.9,144.13,56.239,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +41,35,0,0,1,1,3,.,0,1,61.9935476309301,0,1,3,1,1,1,0,80.384,58.419,mg,Dosing,Hours,3 mg,Dosing,3 mg +42,35,0.1,0.08024,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,0.1,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +43,35,0.5,0.50847,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,0.5,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +44,35,1,0.8577,0,2,0,0.059541,0,1,61.9935476309301,0,1,3,1,1,1,1,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +45,35,2,1.89874,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,2,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +46,35,4,3.88583,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,4,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +47,35,8,7.99594,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,8,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +48,35,12,11.99447,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,12,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +49,35,18,17.93912,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,18,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +50,35,23.9,23.96224,0,2,0,0.05,10,1,61.9935476309301,1,1,3,1,1,1,23.9,80.384,58.419,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +51,36,0,0,1,1,3,.,0,1,52.5695006193914,0,1,3,1,1,1,0,120.86,58.163,mg,Dosing,Hours,3 mg,Dosing,3 mg +52,36,0.1,0.07993,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,0.1,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +53,36,0.5,0.4382,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,0.5,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +54,36,1,0.8714,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,1,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +55,36,2,1.85621,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,2,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +56,36,4,3.78569,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,4,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +57,36,8,7.83977,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,8,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +58,36,12,11.95368,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,12,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +59,36,18,18.17308,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,18,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +60,36,23.9,24.02743,0,2,0,0.05,10,1,52.5695006193914,1,1,3,1,1,1,23.9,120.86,58.163,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +61,37,0,0,1,1,3,.,0,1,29.2767886317422,0,1,3,0,1,1,0,138.44,42.122,mg,Dosing,Hours,3 mg,Dosing,3 mg +62,37,0.1,0.14444,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,0.1,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +63,37,0.5,0.43864,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,0.5,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +64,37,1,0.89375,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,1,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +65,37,2,1.83776,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,2,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +66,37,4,3.85276,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,4,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +67,37,8,7.71369,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,8,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +68,37,12,11.80703,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,12,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +69,37,18,17.88952,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,18,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +70,37,23.9,23.79215,0,2,0,0.05,10,1,29.2767886317422,1,1,3,0,1,1,23.9,138.44,42.122,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +71,38,0,0,1,1,3,.,0,1,50.7447799209478,0,1,3,0,1,1,0,123.35,59.18,mg,Dosing,Hours,3 mg,Dosing,3 mg +72,38,0.1,0.09852,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,0.1,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +73,38,0.5,0.45521,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,0.5,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +74,38,1,1.01769,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,1,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +75,38,2,2.09277,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,2,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +76,38,4,4.0787,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,4,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +77,38,8,7.98691,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,8,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +78,38,12,12.03932,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,12,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +79,38,18,18.08296,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,18,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +80,38,23.9,24.0341,0,2,0,0.05,10,1,50.7447799209478,1,1,3,0,1,1,23.9,123.35,59.18,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +81,39,0,0,1,1,3,.,0,1,62.2234989239816,0,1,3,0,1,1,0,137.08,47.222,mg,Dosing,Hours,3 mg,Dosing,3 mg +82,39,0.1,0.13686,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,0.1,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +83,39,0.5,0.51923,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,0.5,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +84,39,1,0.96971,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,1,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +85,39,2,1.84677,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,2,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +86,39,4,3.8258,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,4,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +87,39,8,7.85066,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,8,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +88,39,12,11.8989,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,12,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +89,39,18,17.94199,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,18,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +90,39,23.9,23.78394,0,2,0,0.05,10,1,62.2234989239816,1,1,3,0,1,1,23.9,137.08,47.222,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +91,40,0,0,1,1,3,.,0,1,39.2827237399247,0,1,3,0,1,1,0,134.09,49.498,mg,Dosing,Hours,3 mg,Dosing,3 mg +92,40,0.1,0.224,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,0.1,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +93,40,0.5,0.59685,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,0.5,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +94,40,1,1.03292,0,2,0,0.057728,0,1,39.2827237399247,0,1,3,0,1,1,1,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +95,40,2,1.96644,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,2,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +96,40,4,3.95359,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,4,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +97,40,8,8.1494,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,8,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +98,40,12,12.1604,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,12,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +99,40,18,18.22809,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,18,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +100,40,23.9,24.12099,0,2,0,0.05,10,1,39.2827237399247,1,1,3,0,1,1,23.9,134.09,49.498,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +101,41,0,0,1,1,3,.,0,1,65.2231607235916,0,1,3,1,1,1,0,80.018,41.362,mg,Dosing,Hours,3 mg,Dosing,3 mg +102,41,0.1,0.13528,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,0.1,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +103,41,0.5,0.58013,0,2,0,0.053388,0,1,65.2231607235916,0,1,3,1,1,1,0.5,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +104,41,1,0.9852,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,1,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +105,41,2,1.98585,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,2,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +106,41,4,3.77023,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,4,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +107,41,8,7.77617,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,8,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +108,41,12,11.91224,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,12,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +109,41,18,17.8567,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,18,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +110,41,23.9,23.7888,0,2,0,0.05,10,1,65.2231607235916,1,1,3,1,1,1,23.9,80.018,41.362,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +111,42,0,0,1,1,3,.,0,1,40.9605520592094,0,1,3,0,1,1,0,142.9,54.624,mg,Dosing,Hours,3 mg,Dosing,3 mg +112,42,0.1,0.1275,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,0.1,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +113,42,0.5,0.60805,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,0.5,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +114,42,1,1.0342,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,1,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +115,42,2,2.06481,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,2,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +116,42,4,4.12565,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,4,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +117,42,8,8.13231,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,8,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +118,42,12,12.20724,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,12,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +119,42,18,18.34547,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,18,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +120,42,23.9,24.1022,0,2,0,0.05,10,1,40.9605520592094,1,1,3,0,1,1,23.9,142.9,54.624,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +121,43,0,0,1,1,3,.,0,1,50.8490379695625,0,1,3,0,1,1,0,97.637,51.154,mg,Dosing,Hours,3 mg,Dosing,3 mg +122,43,0.1,0.04422,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,0.1,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +123,43,0.5,0.35556,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,0.5,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +124,43,1,0.80248,0,2,0,0.070144,0,1,50.8490379695625,0,1,3,0,1,1,1,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +125,43,2,1.81184,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,2,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +126,43,4,3.99178,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,4,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +127,43,8,7.95043,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,8,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +128,43,12,11.7487,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,12,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +129,43,18,17.76616,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,18,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +130,43,23.9,23.70483,0,2,0,0.05,10,1,50.8490379695625,1,1,3,0,1,1,23.9,97.637,51.154,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +131,44,0,0,1,1,3,.,0,1,63.2055668264202,0,1,3,0,1,1,0,105.31,54.303,mg,Dosing,Hours,3 mg,Dosing,3 mg +132,44,0.1,0.15524,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,0.1,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +133,44,0.5,0.39729,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,0.5,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +134,44,1,1.06782,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,1,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +135,44,2,2.24601,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,2,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +136,44,4,4.21082,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,4,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +137,44,8,8.18613,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,8,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +138,44,12,12.36524,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,12,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +139,44,18,18.26494,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,18,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +140,44,23.9,24.27933,0,2,0,0.05,10,1,63.2055668264202,1,1,3,0,1,1,23.9,105.31,54.303,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +141,45,0,0,1,1,3,.,0,1,57.65442399703,0,1,3,1,1,1,0,83.345,59.97,mg,Dosing,Hours,3 mg,Dosing,3 mg +142,45,0.1,0.02567,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,0.1,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +143,45,0.5,0.51723,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,0.5,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +144,45,1,1.04561,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,1,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +145,45,2,2.02074,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,2,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +146,45,4,3.95317,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,4,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +147,45,8,7.78607,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,8,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +148,45,12,11.82085,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,12,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +149,45,18,17.86848,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,18,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +150,45,23.9,23.6581,0,2,0,0.05,10,1,57.65442399703,1,1,3,1,1,1,23.9,83.345,59.97,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +151,46,0,0,1,1,3,.,0,1,51.3018178528278,0,1,3,1,1,1,0,148.54,40.533,mg,Dosing,Hours,3 mg,Dosing,3 mg +152,46,0.1,0.16275,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,0.1,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +153,46,0.5,0.52374,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,0.5,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +154,46,1,1.07561,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,1,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +155,46,2,2.04434,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,2,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +156,46,4,4.05315,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,4,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +157,46,8,8.09314,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,8,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +158,46,12,12.01023,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,12,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +159,46,18,18.05982,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,18,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +160,46,23.9,24.03649,0,2,0,0.05,10,1,51.3018178528278,1,1,3,1,1,1,23.9,148.54,40.533,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +161,47,0,0,1,1,3,.,0,1,70.911863191985,0,1,3,1,1,1,0,121.06,42.542,mg,Dosing,Hours,3 mg,Dosing,3 mg +162,47,0.1,0.05555,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,0.1,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +163,47,0.5,0.43921,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,0.5,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +164,47,1,0.83181,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,1,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +165,47,2,1.86562,0,2,0,0.053046,0,1,70.911863191985,0,1,3,1,1,1,2,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +166,47,4,3.97836,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,4,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +167,47,8,8.15176,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,8,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +168,47,12,12.15015,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,12,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +169,47,18,18.06004,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,18,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +170,47,23.9,23.74119,0,2,0,0.05,10,1,70.911863191985,1,1,3,1,1,1,23.9,121.06,42.542,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +171,48,0,0,1,1,3,.,0,1,54.4289297461585,0,1,3,0,1,1,0,97.761,51.29,mg,Dosing,Hours,3 mg,Dosing,3 mg +172,48,0.1,0.07106,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,0.1,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +173,48,0.5,0.46158,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,0.5,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +174,48,1,1.04453,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,1,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +175,48,2,2.15364,0,2,0,0.054191,0,1,54.4289297461585,0,1,3,0,1,1,2,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +176,48,4,4.1556,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,4,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +177,48,8,8.22615,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,8,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +178,48,12,12.46347,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,12,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +179,48,18,18.48075,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,18,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +180,48,23.9,24.31061,0,2,0,0.05,10,1,54.4289297461585,1,1,3,0,1,1,23.9,97.761,51.29,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +181,49,0,0,1,1,3,.,0,1,39.2744689967472,0,1,3,0,1,1,0,144.24,45.758,mg,Dosing,Hours,3 mg,Dosing,3 mg +182,49,0.1,0.00196,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,0.1,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +183,49,0.5,0.42831,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,0.5,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +184,49,1,0.76864,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,1,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +185,49,2,1.83463,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,2,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +186,49,4,3.85122,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,4,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +187,49,8,7.81278,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,8,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +188,49,12,11.72921,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,12,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +189,49,18,17.70444,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,18,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +190,49,23.9,23.65461,0,2,0,0.05,10,1,39.2744689967472,1,1,3,0,1,1,23.9,144.24,45.758,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +191,50,0,0,1,1,3,.,0,1,52.2022189521588,0,1,3,1,1,1,0,111.4,44.106,mg,Dosing,Hours,3 mg,Dosing,3 mg +192,50,0.1,0.19346,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,0.1,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +193,50,0.5,0.54834,0,2,0,0.055448,0,1,52.2022189521588,0,1,3,1,1,1,0.5,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +194,50,1,0.92037,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,1,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +195,50,2,1.77992,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,2,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +196,50,4,3.73429,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,4,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +197,50,8,7.65875,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,8,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +198,50,12,11.67718,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,12,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +199,50,18,17.87135,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,18,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +200,50,23.9,23.83828,0,2,0,0.05,10,1,52.2022189521588,1,1,3,1,1,1,23.9,111.4,44.106,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +201,51,0,0,1,1,3,.,0,1,65.7882508138452,0,1,3,0,1,1,0,144.87,42.832,mg,Dosing,Hours,3 mg,Dosing,3 mg +202,51,0.1,0.09816,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,0.1,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +203,51,0.5,0.34569,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,0.5,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +204,51,1,0.88685,0,2,0,0.061782,0,1,65.7882508138452,0,1,3,0,1,1,1,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +205,51,2,1.93839,0,2,0,0.087176,0,1,65.7882508138452,0,1,3,0,1,1,2,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +206,51,4,3.9424,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,4,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +207,51,8,8.00583,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,8,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +208,51,12,12.01979,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,12,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +209,51,18,18.0052,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,18,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +210,51,23.9,23.80365,0,2,0,0.05,10,1,65.7882508138452,1,1,3,0,1,1,23.9,144.87,42.832,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +211,52,0,0,1,1,3,.,0,1,56.8179293837138,0,1,3,0,1,1,0,136.98,48.142,mg,Dosing,Hours,3 mg,Dosing,3 mg +212,52,0.1,0.13008,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,0.1,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +213,52,0.5,0.55496,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,0.5,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +214,52,1,0.96127,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,1,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +215,52,2,1.94358,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,2,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +216,52,4,4.02005,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,4,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +217,52,8,8.0782,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,8,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +218,52,12,12.052,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,12,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +219,52,18,18.06467,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,18,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +220,52,23.9,23.9585,0,2,0,0.05,10,1,56.8179293837138,1,1,3,0,1,1,23.9,136.98,48.142,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +221,53,0,0,1,1,3,.,0,1,48.3957934647823,0,1,3,0,1,1,0,124.95,52.037,mg,Dosing,Hours,3 mg,Dosing,3 mg +222,53,0.1,0.0485,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,0.1,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +223,53,0.5,0.51011,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,0.5,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +224,53,1,0.83868,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,1,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +225,53,2,1.74915,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,2,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +226,53,4,3.73162,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,4,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +227,53,8,7.93672,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,8,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +228,53,12,11.96698,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,12,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +229,53,18,17.95747,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,18,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +230,53,23.9,23.83993,0,2,0,0.05,10,1,48.3957934647823,1,1,3,0,1,1,23.9,124.95,52.037,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +231,54,0,0,1,1,3,.,0,1,55.7942129377541,0,1,3,0,1,1,0,139.26,54.637,mg,Dosing,Hours,3 mg,Dosing,3 mg +232,54,0.1,0.15224,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,0.1,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +233,54,0.5,0.50454,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,0.5,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +234,54,1,1.05227,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,1,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +235,54,2,1.9684,0,2,0,0.061108,0,1,55.7942129377541,0,1,3,0,1,1,2,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +236,54,4,3.97169,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,4,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +237,54,8,7.98444,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,8,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +238,54,12,11.96274,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,12,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +239,54,18,17.76461,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,18,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +240,54,23.9,23.65643,0,2,0,0.05,10,1,55.7942129377541,1,1,3,0,1,1,23.9,139.26,54.637,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +241,55,0,0,1,1,3,.,0,1,38.7222851221079,0,1,3,1,1,1,0,127.35,57.822,mg,Dosing,Hours,3 mg,Dosing,3 mg +242,55,0.1,0.04202,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,0.1,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +243,55,0.5,0.48842,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,0.5,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +244,55,1,0.86645,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,1,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +245,55,2,1.93918,0,2,0,0.058852,0,1,38.7222851221079,0,1,3,1,1,1,2,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +246,55,4,3.83527,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,4,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +247,55,8,8.03034,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,8,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +248,55,12,11.94591,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,12,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +249,55,18,17.83534,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,18,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +250,55,23.9,23.92341,0,2,0,0.05,10,1,38.7222851221079,1,1,3,1,1,1,23.9,127.35,57.822,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +251,56,0,0,1,1,3,.,0,1,93.8988679860632,0,1,3,1,1,1,0,136.26,48.192,mg,Dosing,Hours,3 mg,Dosing,3 mg +252,56,0.1,0.25083,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,0.1,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +253,56,0.5,0.54015,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,0.5,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +254,56,1,1.06846,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,1,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +255,56,2,2.09963,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,2,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +256,56,4,4.19658,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,4,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +257,56,8,8.19727,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,8,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +258,56,12,12.09721,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,12,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +259,56,18,17.99445,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,18,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +260,56,23.9,23.87987,0,2,0,0.05,10,1,93.8988679860632,1,1,3,1,1,1,23.9,136.26,48.192,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +261,57,0,0,1,1,3,.,0,1,43.873599406392,0,1,3,1,1,1,0,139.74,45.235,mg,Dosing,Hours,3 mg,Dosing,3 mg +262,57,0.1,0.17368,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,0.1,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +263,57,0.5,0.4533,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,0.5,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +264,57,1,1.00492,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,1,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +265,57,2,1.89905,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,2,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +266,57,4,3.91173,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,4,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +267,57,8,7.96428,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,8,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +268,57,12,12.00139,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,12,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +269,57,18,18.00408,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,18,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +270,57,23.9,24.03005,0,2,0,0.05,10,1,43.873599406392,1,1,3,1,1,1,23.9,139.74,45.235,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +271,58,0,0,1,1,3,.,0,1,62.2602115614404,0,1,3,0,1,1,0,90.185,51.918,mg,Dosing,Hours,3 mg,Dosing,3 mg +272,58,0.1,0.03738,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,0.1,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +273,58,0.5,0.22681,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,0.5,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +274,58,1,0.49957,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,1,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +275,58,2,1.4962,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,2,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +276,58,4,3.52236,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,4,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +277,58,8,7.43581,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,8,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +278,58,12,11.55433,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,12,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +279,58,18,17.58484,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,18,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +280,58,23.9,23.46885,0,2,0,0.05,10,1,62.2602115614404,1,1,3,0,1,1,23.9,90.185,51.918,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +281,59,0,0,1,1,3,.,0,1,44.3244822110669,0,1,3,0,1,1,0,142.72,54.874,mg,Dosing,Hours,3 mg,Dosing,3 mg +282,59,0.1,0.02374,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,0.1,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +283,59,0.5,0.38799,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,0.5,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +284,59,1,0.84592,0,2,0,0.065172,0,1,44.3244822110669,0,1,3,0,1,1,1,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +285,59,2,1.86897,0,2,0,0.085506,0,1,44.3244822110669,0,1,3,0,1,1,2,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Analysis set,3 mg +286,59,4,4.09852,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,4,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +287,59,8,8.11786,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,8,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +288,59,12,12.15811,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,12,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +289,59,18,18.3544,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,18,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +290,59,23.9,24.36892,0,2,0,0.05,10,1,44.3244822110669,1,1,3,0,1,1,23.9,142.72,54.874,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +291,60,0,0,1,1,3,.,0,1,10.6361330367739,0,1,3,0,1,1,0,91.702,57.376,mg,Dosing,Hours,3 mg,Dosing,3 mg +292,60,0.1,0.13852,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,0.1,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +293,60,0.5,0.6148,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,0.5,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +294,60,1,1.15579,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,1,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +295,60,2,2.13558,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,2,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +296,60,4,4.25633,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,4,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +297,60,8,8.22341,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,8,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +298,60,12,12.36538,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,12,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +299,60,18,18.36783,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,18,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +300,60,23.9,24.47224,0,2,0,0.05,10,1,10.6361330367739,1,1,3,0,1,1,23.9,91.702,57.376,ng/mL,PK Concentration,Hours,3 mg,Below LLOQ,3 mg +301,61,0,0,1,1,10,.,0,1,66.6977429610959,0,1,10,0,1,1,0,133.04,58.744,mg,Dosing,Hours,10 mg,Dosing,10 mg +302,61,0.1,0.1172,0,2,0,0.063257,0,1,66.6977429610959,0,1,10,0,1,1,0.1,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +303,61,0.5,0.4897,0,2,0,0.073687,0,1,66.6977429610959,0,1,10,0,1,1,0.5,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +304,61,1,0.90639,0,2,0,0.18979,0,1,66.6977429610959,0,1,10,0,1,1,1,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +305,61,2,1.75431,0,2,0,0.1331,0,1,66.6977429610959,0,1,10,0,1,1,2,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +306,61,4,3.64863,0,2,0,0.05,10,1,66.6977429610959,1,1,10,0,1,1,4,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +307,61,8,7.7356,0,2,0,0.05,10,1,66.6977429610959,1,1,10,0,1,1,8,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +308,61,12,11.91157,0,2,0,0.05,10,1,66.6977429610959,1,1,10,0,1,1,12,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +309,61,18,17.7625,0,2,0,0.05,10,1,66.6977429610959,1,1,10,0,1,1,18,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +310,61,23.9,23.63779,0,2,0,0.05,10,1,66.6977429610959,1,1,10,0,1,1,23.9,133.04,58.744,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +311,62,0,0,1,1,10,.,0,1,47.1991689658301,0,1,10,1,1,1,0,104.29,40.081,mg,Dosing,Hours,10 mg,Dosing,10 mg +312,62,0.1,0.06217,0,2,0,0.05,10,1,47.1991689658301,1,1,10,1,1,1,0.1,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +313,62,0.5,0.56209,0,2,0,0.097183,0,1,47.1991689658301,0,1,10,1,1,1,0.5,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +314,62,1,1.15643,0,2,0,0.084462,0,1,47.1991689658301,0,1,10,1,1,1,1,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +315,62,2,2.02155,0,2,0,0.099815,0,1,47.1991689658301,0,1,10,1,1,1,2,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +316,62,4,4.05525,0,2,0,0.05,10,1,47.1991689658301,1,1,10,1,1,1,4,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +317,62,8,8.05738,0,2,0,0.05,10,1,47.1991689658301,1,1,10,1,1,1,8,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +318,62,12,12.16267,0,2,0,0.05,10,1,47.1991689658301,1,1,10,1,1,1,12,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +319,62,18,18.10208,0,2,0,0.05,10,1,47.1991689658301,1,1,10,1,1,1,18,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +320,62,23.9,24.02567,0,2,0,0.05,10,1,47.1991689658301,1,1,10,1,1,1,23.9,104.29,40.081,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +321,63,0,0,1,1,10,.,0,1,48.485983727656,0,1,10,1,1,1,0,107.65,49.956,mg,Dosing,Hours,10 mg,Dosing,10 mg +322,63,0.1,0.13362,0,2,0,0.05,10,1,48.485983727656,1,1,10,1,1,1,0.1,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +323,63,0.5,0.61034,0,2,0,0.075575,0,1,48.485983727656,0,1,10,1,1,1,0.5,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +324,63,1,1.05657,0,2,0,0.062657,0,1,48.485983727656,0,1,10,1,1,1,1,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +325,63,2,2.02516,0,2,0,0.063535,0,1,48.485983727656,0,1,10,1,1,1,2,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +326,63,4,4.08175,0,2,0,0.05,10,1,48.485983727656,1,1,10,1,1,1,4,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +327,63,8,7.9587,0,2,0,0.05,10,1,48.485983727656,1,1,10,1,1,1,8,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +328,63,12,11.84489,0,2,0,0.05,10,1,48.485983727656,1,1,10,1,1,1,12,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +329,63,18,17.74975,0,2,0,0.05,10,1,48.485983727656,1,1,10,1,1,1,18,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +330,63,23.9,23.77194,0,2,0,0.05,10,1,48.485983727656,1,1,10,1,1,1,23.9,107.65,49.956,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +331,64,0,0,1,1,10,.,0,1,43.4587508494056,0,1,10,1,1,1,0,141.42,56.587,mg,Dosing,Hours,10 mg,Dosing,10 mg +332,64,0.1,0.18882,0,2,0,0.05,10,1,43.4587508494056,1,1,10,1,1,1,0.1,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +333,64,0.5,0.39268,0,2,0,0.079001,0,1,43.4587508494056,0,1,10,1,1,1,0.5,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +334,64,1,0.89294,0,2,0,0.065457,0,1,43.4587508494056,0,1,10,1,1,1,1,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +335,64,2,1.74108,0,2,0,0.05,10,1,43.4587508494056,1,1,10,1,1,1,2,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +336,64,4,3.79068,0,2,0,0.061901,0,1,43.4587508494056,0,1,10,1,1,1,4,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +337,64,8,7.76966,0,2,0,0.05,10,1,43.4587508494056,1,1,10,1,1,1,8,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +338,64,12,11.67417,0,2,0,0.05,10,1,43.4587508494056,1,1,10,1,1,1,12,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +339,64,18,17.55783,0,2,0,0.05,10,1,43.4587508494056,1,1,10,1,1,1,18,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +340,64,23.9,23.33304,0,2,0,0.05,10,1,43.4587508494056,1,1,10,1,1,1,23.9,141.42,56.587,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +341,65,0,0,1,1,10,.,0,1,67.1124997927512,0,1,10,1,1,1,0,113.97,50.127,mg,Dosing,Hours,10 mg,Dosing,10 mg +342,65,0.1,0.04405,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,0.1,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +343,65,0.5,0.47187,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,0.5,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +344,65,1,0.93825,0,2,0,0.07977,0,1,67.1124997927512,0,1,10,1,1,1,1,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +345,65,2,1.98649,0,2,0,0.095357,0,1,67.1124997927512,0,1,10,1,1,1,2,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +346,65,4,3.90169,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,4,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +347,65,8,7.83038,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,8,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +348,65,12,11.71004,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,12,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +349,65,18,17.65582,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,18,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +350,65,23.9,23.57233,0,2,0,0.05,10,1,67.1124997927512,1,1,10,1,1,1,23.9,113.97,50.127,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +351,66,0,0,1,1,10,.,0,1,59.5126276439085,0,1,10,1,1,1,0,112.19,49.28,mg,Dosing,Hours,10 mg,Dosing,10 mg +352,66,0.1,0.32898,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,0.1,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +353,66,0.5,0.71506,0,2,0,0.053488,0,1,59.5126276439085,0,1,10,1,1,1,0.5,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +354,66,1,1.30474,0,2,0,0.078787,0,1,59.5126276439085,0,1,10,1,1,1,1,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +355,66,2,2.225,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,2,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +356,66,4,4.15387,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,4,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +357,66,8,8.16789,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,8,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +358,66,12,12.1816,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,12,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +359,66,18,18.25799,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,18,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +360,66,23.9,24.09213,0,2,0,0.05,10,1,59.5126276439085,1,1,10,1,1,1,23.9,112.19,49.28,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +361,67,0,0,1,1,10,.,0,1,53.9738088972469,0,1,10,1,1,1,0,87.38,48.628,mg,Dosing,Hours,10 mg,Dosing,10 mg +362,67,0.1,0.17798,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,0.1,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +363,67,0.5,0.72569,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,0.5,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +364,67,1,1.08122,0,2,0,0.056598,0,1,53.9738088972469,0,1,10,1,1,1,1,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +365,67,2,2.12529,0,2,0,0.061905,0,1,53.9738088972469,0,1,10,1,1,1,2,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +366,67,4,4.19491,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,4,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +367,67,8,8.09006,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,8,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +368,67,12,12.24386,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,12,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +369,67,18,18.29911,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,18,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +370,67,23.9,24.31705,0,2,0,0.05,10,1,53.9738088972469,1,1,10,1,1,1,23.9,87.38,48.628,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +371,68,0,0,1,1,10,.,0,1,37.0022020456401,0,1,10,1,1,1,0,126.68,47.701,mg,Dosing,Hours,10 mg,Dosing,10 mg +372,68,0.1,0.21941,0,2,0,0.067591,0,1,37.0022020456401,0,1,10,1,1,1,0.1,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +373,68,0.5,0.63138,0,2,0,0.11906,0,1,37.0022020456401,0,1,10,1,1,1,0.5,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +374,68,1,1.0884,0,2,0,0.13329,0,1,37.0022020456401,0,1,10,1,1,1,1,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +375,68,2,2.2241,0,2,0,0.092449,0,1,37.0022020456401,0,1,10,1,1,1,2,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +376,68,4,4.21899,0,2,0,0.057499,0,1,37.0022020456401,0,1,10,1,1,1,4,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +377,68,8,8.09098,0,2,0,0.05,10,1,37.0022020456401,1,1,10,1,1,1,8,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +378,68,12,12.21747,0,2,0,0.05,10,1,37.0022020456401,1,1,10,1,1,1,12,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +379,68,18,18.14197,0,2,0,0.05,10,1,37.0022020456401,1,1,10,1,1,1,18,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +380,68,23.9,24.02578,0,2,0,0.05,10,1,37.0022020456401,1,1,10,1,1,1,23.9,126.68,47.701,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +381,69,0,0,1,1,10,.,0,1,48.6450738314156,0,1,10,0,1,1,0,110.81,44.421,mg,Dosing,Hours,10 mg,Dosing,10 mg +382,69,0.1,0.19508,0,2,0,0.096482,0,1,48.6450738314156,0,1,10,0,1,1,0.1,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +383,69,0.5,0.50524,0,2,0,0.091304,0,1,48.6450738314156,0,1,10,0,1,1,0.5,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +384,69,1,0.97247,0,2,0,0.095125,0,1,48.6450738314156,0,1,10,0,1,1,1,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +385,69,2,1.86819,0,2,0,0.10366,0,1,48.6450738314156,0,1,10,0,1,1,2,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +386,69,4,3.87022,0,2,0,0.05,10,1,48.6450738314156,1,1,10,0,1,1,4,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +387,69,8,7.91309,0,2,0,0.05,10,1,48.6450738314156,1,1,10,0,1,1,8,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +388,69,12,11.95591,0,2,0,0.05,10,1,48.6450738314156,1,1,10,0,1,1,12,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +389,69,18,18.15382,0,2,0,0.05,10,1,48.6450738314156,1,1,10,0,1,1,18,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +390,69,23.9,24.12212,0,2,0,0.05,10,1,48.6450738314156,1,1,10,0,1,1,23.9,110.81,44.421,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +391,70,0,0,1,1,10,.,0,1,53.9885702565079,0,1,10,1,1,1,0,142.9,50.431,mg,Dosing,Hours,10 mg,Dosing,10 mg +392,70,0.1,0.17299,0,2,0,0.050509,0,1,53.9885702565079,0,1,10,1,1,1,0.1,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +393,70,0.5,0.64555,0,2,0,0.065368,0,1,53.9885702565079,0,1,10,1,1,1,0.5,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +394,70,1,1.22458,0,2,0,0.11613,0,1,53.9885702565079,0,1,10,1,1,1,1,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +395,70,2,2.02913,0,2,0,0.079521,0,1,53.9885702565079,0,1,10,1,1,1,2,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +396,70,4,3.91377,0,2,0,0.05,10,1,53.9885702565079,1,1,10,1,1,1,4,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +397,70,8,7.97493,0,2,0,0.05,10,1,53.9885702565079,1,1,10,1,1,1,8,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +398,70,12,11.83673,0,2,0,0.05,10,1,53.9885702565079,1,1,10,1,1,1,12,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +399,70,18,17.70451,0,2,0,0.05,10,1,53.9885702565079,1,1,10,1,1,1,18,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +400,70,23.9,23.47941,0,2,0,0.05,10,1,53.9885702565079,1,1,10,1,1,1,23.9,142.9,50.431,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +401,71,0,0,1,1,10,.,0,1,46.2135102747656,0,1,10,0,1,1,0,88.158,58.193,mg,Dosing,Hours,10 mg,Dosing,10 mg +402,71,0.1,0.25218,0,2,0,0.077593,0,1,46.2135102747656,0,1,10,0,1,1,0.1,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +403,71,0.5,0.58299,0,2,0,0.11922,0,1,46.2135102747656,0,1,10,0,1,1,0.5,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +404,71,1,1.06301,0,2,0,0.084979,0,1,46.2135102747656,0,1,10,0,1,1,1,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +405,71,2,2.06217,0,2,0,0.11295,0,1,46.2135102747656,0,1,10,0,1,1,2,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +406,71,4,4.10278,0,2,0,0.05,10,1,46.2135102747656,1,1,10,0,1,1,4,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +407,71,8,8.10531,0,2,0,0.05,10,1,46.2135102747656,1,1,10,0,1,1,8,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +408,71,12,12.21512,0,2,0,0.05,10,1,46.2135102747656,1,1,10,0,1,1,12,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +409,71,18,18.34202,0,2,0,0.05,10,1,46.2135102747656,1,1,10,0,1,1,18,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +410,71,23.9,24.2927,0,2,0,0.05,10,1,46.2135102747656,1,1,10,0,1,1,23.9,88.158,58.193,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +411,72,0,0,1,1,10,.,0,1,28.8370562548689,0,1,10,0,1,1,0,115.39,59.961,mg,Dosing,Hours,10 mg,Dosing,10 mg +412,72,0.1,0.15403,0,2,0,0.073797,0,1,28.8370562548689,0,1,10,0,1,1,0.1,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +413,72,0.5,0.39479,0,2,0,0.069249,0,1,28.8370562548689,0,1,10,0,1,1,0.5,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +414,72,1,0.84652,0,2,0,0.12861,0,1,28.8370562548689,0,1,10,0,1,1,1,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +415,72,2,1.80579,0,2,0,0.10838,0,1,28.8370562548689,0,1,10,0,1,1,2,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +416,72,4,3.87095,0,2,0,0.10479,0,1,28.8370562548689,0,1,10,0,1,1,4,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +417,72,8,7.97795,0,2,0,0.05,10,1,28.8370562548689,1,1,10,0,1,1,8,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +418,72,12,11.9906,0,2,0,0.05,10,1,28.8370562548689,1,1,10,0,1,1,12,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +419,72,18,18.04853,0,2,0,0.05,10,1,28.8370562548689,1,1,10,0,1,1,18,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +420,72,23.9,23.69576,0,2,0,0.05,10,1,28.8370562548689,1,1,10,0,1,1,23.9,115.39,59.961,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +421,73,0,0,1,1,10,.,0,1,60.9950669070358,0,1,10,0,1,1,0,91.806,41.836,mg,Dosing,Hours,10 mg,Dosing,10 mg +422,73,0.1,0.02338,0,2,0,0.05,10,1,60.9950669070358,1,1,10,0,1,1,0.1,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +423,73,0.5,0.42957,0,2,0,0.085654,0,1,60.9950669070358,0,1,10,0,1,1,0.5,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +424,73,1,1.00567,0,2,0,0.11502,0,1,60.9950669070358,0,1,10,0,1,1,1,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +425,73,2,2.06124,0,2,0,0.13476,0,1,60.9950669070358,0,1,10,0,1,1,2,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +426,73,4,3.97623,0,2,0,0.094165,0,1,60.9950669070358,0,1,10,0,1,1,4,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +427,73,8,8.01378,0,2,0,0.05,10,1,60.9950669070358,1,1,10,0,1,1,8,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +428,73,12,11.93184,0,2,0,0.05,10,1,60.9950669070358,1,1,10,0,1,1,12,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +429,73,18,18.03014,0,2,0,0.05,10,1,60.9950669070358,1,1,10,0,1,1,18,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +430,73,23.9,23.93456,0,2,0,0.05,10,1,60.9950669070358,1,1,10,0,1,1,23.9,91.806,41.836,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +431,74,0,0,1,1,10,.,0,1,82.2450994584302,0,1,10,0,1,1,0,111.08,42.848,mg,Dosing,Hours,10 mg,Dosing,10 mg +432,74,0.1,0.0816,0,2,0,0.05,10,1,82.2450994584302,1,1,10,0,1,1,0.1,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +433,74,0.5,0.43846,0,2,0,0.11223,0,1,82.2450994584302,0,1,10,0,1,1,0.5,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +434,74,1,0.90112,0,2,0,0.17785,0,1,82.2450994584302,0,1,10,0,1,1,1,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +435,74,2,1.79705,0,2,0,0.17279,0,1,82.2450994584302,0,1,10,0,1,1,2,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +436,74,4,3.5882,0,2,0,0.081025,0,1,82.2450994584302,0,1,10,0,1,1,4,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +437,74,8,7.47191,0,2,0,0.05,10,1,82.2450994584302,1,1,10,0,1,1,8,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +438,74,12,11.33165,0,2,0,0.05,10,1,82.2450994584302,1,1,10,0,1,1,12,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +439,74,18,17.07081,0,2,0,0.05,10,1,82.2450994584302,1,1,10,0,1,1,18,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +440,74,23.9,22.95739,0,2,0,0.05,10,1,82.2450994584302,1,1,10,0,1,1,23.9,111.08,42.848,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +441,75,0,0,1,1,10,.,0,1,34.8562160746502,0,1,10,1,1,1,0,120.87,56.245,mg,Dosing,Hours,10 mg,Dosing,10 mg +442,75,0.1,0.02034,0,2,0,0.05,10,1,34.8562160746502,1,1,10,1,1,1,0.1,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +443,75,0.5,0.48576,0,2,0,0.10381,0,1,34.8562160746502,0,1,10,1,1,1,0.5,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +444,75,1,1.05704,0,2,0,0.14217,0,1,34.8562160746502,0,1,10,1,1,1,1,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +445,75,2,2.06561,0,2,0,0.181,0,1,34.8562160746502,0,1,10,1,1,1,2,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +446,75,4,4.06285,0,2,0,0.052016,0,1,34.8562160746502,0,1,10,1,1,1,4,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +447,75,8,7.96216,0,2,0,0.05,10,1,34.8562160746502,1,1,10,1,1,1,8,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +448,75,12,12.00222,0,2,0,0.05,10,1,34.8562160746502,1,1,10,1,1,1,12,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +449,75,18,18.14065,0,2,0,0.05,10,1,34.8562160746502,1,1,10,1,1,1,18,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +450,75,23.9,24.06403,0,2,0,0.05,10,1,34.8562160746502,1,1,10,1,1,1,23.9,120.87,56.245,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +451,76,0,0,1,1,10,.,0,1,57.5163846513135,0,1,10,1,1,1,0,102.04,47.031,mg,Dosing,Hours,10 mg,Dosing,10 mg +452,76,0.1,0.10452,0,2,0,0.05,10,1,57.5163846513135,1,1,10,1,1,1,0.1,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +453,76,0.5,0.42564,0,2,0,0.083911,0,1,57.5163846513135,0,1,10,1,1,1,0.5,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +454,76,1,0.99085,0,2,0,0.10613,0,1,57.5163846513135,0,1,10,1,1,1,1,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +455,76,2,1.92132,0,2,0,0.086746,0,1,57.5163846513135,0,1,10,1,1,1,2,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +456,76,4,3.80472,0,2,0,0.05,10,1,57.5163846513135,1,1,10,1,1,1,4,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +457,76,8,7.78435,0,2,0,0.05,10,1,57.5163846513135,1,1,10,1,1,1,8,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +458,76,12,11.75204,0,2,0,0.05,10,1,57.5163846513135,1,1,10,1,1,1,12,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +459,76,18,17.59443,0,2,0,0.05,10,1,57.5163846513135,1,1,10,1,1,1,18,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +460,76,23.9,23.40642,0,2,0,0.05,10,1,57.5163846513135,1,1,10,1,1,1,23.9,102.04,47.031,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +461,77,0,0,1,1,10,.,0,1,53.7175741279469,0,1,10,0,1,1,0,143.75,52.876,mg,Dosing,Hours,10 mg,Dosing,10 mg +462,77,0.1,0.10854,0,2,0,0.05,10,1,53.7175741279469,1,1,10,0,1,1,0.1,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +463,77,0.5,0.39682,0,2,0,0.13604,0,1,53.7175741279469,0,1,10,0,1,1,0.5,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +464,77,1,0.72868,0,2,0,0.1536,0,1,53.7175741279469,0,1,10,0,1,1,1,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +465,77,2,1.80714,0,2,0,0.22189,0,1,53.7175741279469,0,1,10,0,1,1,2,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +466,77,4,3.81416,0,2,0,0.05,10,1,53.7175741279469,1,1,10,0,1,1,4,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +467,77,8,7.77866,0,2,0,0.05,10,1,53.7175741279469,1,1,10,0,1,1,8,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +468,77,12,11.83923,0,2,0,0.05,10,1,53.7175741279469,1,1,10,0,1,1,12,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +469,77,18,17.73516,0,2,0,0.05,10,1,53.7175741279469,1,1,10,0,1,1,18,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +470,77,23.9,23.52908,0,2,0,0.05,10,1,53.7175741279469,1,1,10,0,1,1,23.9,143.75,52.876,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +471,78,0,0,1,1,10,.,0,1,54.8509756315082,0,1,10,1,1,1,0,148.76,46.962,mg,Dosing,Hours,10 mg,Dosing,10 mg +472,78,0.1,0.01664,0,2,0,0.05,10,1,54.8509756315082,1,1,10,1,1,1,0.1,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +473,78,0.5,0.30994,0,2,0,0.05,10,1,54.8509756315082,1,1,10,1,1,1,0.5,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +474,78,1,0.72541,0,2,0,0.055758,0,1,54.8509756315082,0,1,10,1,1,1,1,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +475,78,2,1.77394,0,2,0,0.068394,0,1,54.8509756315082,0,1,10,1,1,1,2,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +476,78,4,3.88195,0,2,0,0.052635,0,1,54.8509756315082,0,1,10,1,1,1,4,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +477,78,8,7.86475,0,2,0,0.05,10,1,54.8509756315082,1,1,10,1,1,1,8,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +478,78,12,11.86275,0,2,0,0.05,10,1,54.8509756315082,1,1,10,1,1,1,12,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +479,78,18,17.79497,0,2,0,0.05,10,1,54.8509756315082,1,1,10,1,1,1,18,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +480,78,23.9,23.75965,0,2,0,0.05,10,1,54.8509756315082,1,1,10,1,1,1,23.9,148.76,46.962,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +481,79,0,0,1,1,10,.,0,1,78.3264823258689,0,1,10,0,1,1,0,128.35,43.855,mg,Dosing,Hours,10 mg,Dosing,10 mg +482,79,0.1,0.27802,0,2,0,0.077559,0,1,78.3264823258689,0,1,10,0,1,1,0.1,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +483,79,0.5,0.69402,0,2,0,0.11199,0,1,78.3264823258689,0,1,10,0,1,1,0.5,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +484,79,1,1.26546,0,2,0,0.066045,0,1,78.3264823258689,0,1,10,0,1,1,1,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +485,79,2,2.16992,0,2,0,0.069355,0,1,78.3264823258689,0,1,10,0,1,1,2,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +486,79,4,4.03063,0,2,0,0.05,10,1,78.3264823258689,1,1,10,0,1,1,4,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +487,79,8,8.11808,0,2,0,0.05,10,1,78.3264823258689,1,1,10,0,1,1,8,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +488,79,12,11.99026,0,2,0,0.05,10,1,78.3264823258689,1,1,10,0,1,1,12,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +489,79,18,18.07006,0,2,0,0.05,10,1,78.3264823258689,1,1,10,0,1,1,18,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +490,79,23.9,23.97207,0,2,0,0.05,10,1,78.3264823258689,1,1,10,0,1,1,23.9,128.35,43.855,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +491,80,0,0,1,1,10,.,0,1,38.9413028416572,0,1,10,0,1,1,0,143.31,57.924,mg,Dosing,Hours,10 mg,Dosing,10 mg +492,80,0.1,0.16874,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,0.1,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +493,80,0.5,0.52519,0,2,0,0.055793,0,1,38.9413028416572,0,1,10,0,1,1,0.5,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +494,80,1,1.12211,0,2,0,0.10147,0,1,38.9413028416572,0,1,10,0,1,1,1,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +495,80,2,2.32045,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,2,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +496,80,4,4.32668,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,4,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +497,80,8,8.23531,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,8,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +498,80,12,12.01945,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,12,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +499,80,18,18.12335,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,18,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +500,80,23.9,23.99322,0,2,0,0.05,10,1,38.9413028416572,1,1,10,0,1,1,23.9,143.31,57.924,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +501,81,0,0,1,1,10,.,0,1,24.4336398226835,0,1,10,0,1,1,0,145.68,48.497,mg,Dosing,Hours,10 mg,Dosing,10 mg +502,81,0.1,0.02905,0,2,0,0.05,10,1,24.4336398226835,1,1,10,0,1,1,0.1,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +503,81,0.5,0.53264,0,2,0,0.25568,0,1,24.4336398226835,0,1,10,0,1,1,0.5,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +504,81,1,0.92519,0,2,0,0.2063,0,1,24.4336398226835,0,1,10,0,1,1,1,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +505,81,2,1.85409,0,2,0,0.17766,0,1,24.4336398226835,0,1,10,0,1,1,2,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +506,81,4,4.13423,0,2,0,0.090846,0,1,24.4336398226835,0,1,10,0,1,1,4,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +507,81,8,8.12594,0,2,0,0.05,10,1,24.4336398226835,1,1,10,0,1,1,8,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +508,81,12,12.17511,0,2,0,0.05,10,1,24.4336398226835,1,1,10,0,1,1,12,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +509,81,18,18.18856,0,2,0,0.05,10,1,24.4336398226835,1,1,10,0,1,1,18,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +510,81,23.9,23.97286,0,2,0,0.05,10,1,24.4336398226835,1,1,10,0,1,1,23.9,145.68,48.497,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +511,82,0,0,1,1,10,.,0,1,78.0054639156609,0,1,10,0,1,1,0,125.55,48.89,mg,Dosing,Hours,10 mg,Dosing,10 mg +512,82,0.1,0.10452,0,2,0,0.05,10,1,78.0054639156609,1,1,10,0,1,1,0.1,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +513,82,0.5,0.54385,0,2,0,0.054357,0,1,78.0054639156609,0,1,10,0,1,1,0.5,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +514,82,1,0.98008,0,2,0,0.10469,0,1,78.0054639156609,0,1,10,0,1,1,1,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +515,82,2,1.8409,0,2,0,0.058971,0,1,78.0054639156609,0,1,10,0,1,1,2,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +516,82,4,3.90129,0,2,0,0.05,10,1,78.0054639156609,1,1,10,0,1,1,4,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +517,82,8,7.94343,0,2,0,0.05,10,1,78.0054639156609,1,1,10,0,1,1,8,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +518,82,12,11.94474,0,2,0,0.05,10,1,78.0054639156609,1,1,10,0,1,1,12,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +519,82,18,18.04209,0,2,0,0.05,10,1,78.0054639156609,1,1,10,0,1,1,18,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +520,82,23.9,24.05382,0,2,0,0.05,10,1,78.0054639156609,1,1,10,0,1,1,23.9,125.55,48.89,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +521,83,0,0,1,1,10,.,0,1,36.312301868735,0,1,10,1,1,1,0,124.87,41.692,mg,Dosing,Hours,10 mg,Dosing,10 mg +522,83,0.1,0.19527,0,2,0,0.065587,0,1,36.312301868735,0,1,10,1,1,1,0.1,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +523,83,0.5,0.61388,0,2,0,0.13523,0,1,36.312301868735,0,1,10,1,1,1,0.5,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +524,83,1,1.24767,0,2,0,0.13594,0,1,36.312301868735,0,1,10,1,1,1,1,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +525,83,2,2.26486,0,2,0,0.13245,0,1,36.312301868735,0,1,10,1,1,1,2,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +526,83,4,4.21963,0,2,0,0.065892,0,1,36.312301868735,0,1,10,1,1,1,4,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +527,83,8,8.27642,0,2,0,0.05,10,1,36.312301868735,1,1,10,1,1,1,8,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +528,83,12,12.45896,0,2,0,0.05,10,1,36.312301868735,1,1,10,1,1,1,12,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +529,83,18,18.36746,0,2,0,0.05,10,1,36.312301868735,1,1,10,1,1,1,18,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +530,83,23.9,24.25641,0,2,0,0.05,10,1,36.312301868735,1,1,10,1,1,1,23.9,124.87,41.692,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +531,84,0,0,1,1,10,.,0,1,49.3158901667773,0,1,10,1,1,1,0,127.3,47.241,mg,Dosing,Hours,10 mg,Dosing,10 mg +532,84,0.1,0.1167,0,2,0,0.05,10,1,49.3158901667773,1,1,10,1,1,1,0.1,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +533,84,0.5,0.48176,0,2,0,0.096232,0,1,49.3158901667773,0,1,10,1,1,1,0.5,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +534,84,1,0.85937,0,2,0,0.126,0,1,49.3158901667773,0,1,10,1,1,1,1,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +535,84,2,1.74505,0,2,0,0.081164,0,1,49.3158901667773,0,1,10,1,1,1,2,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +536,84,4,3.88373,0,2,0,0.060447,0,1,49.3158901667773,0,1,10,1,1,1,4,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +537,84,8,7.87194,0,2,0,0.05,10,1,49.3158901667773,1,1,10,1,1,1,8,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +538,84,12,12.05823,0,2,0,0.05,10,1,49.3158901667773,1,1,10,1,1,1,12,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +539,84,18,18.06738,0,2,0,0.05,10,1,49.3158901667773,1,1,10,1,1,1,18,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +540,84,23.9,23.99741,0,2,0,0.05,10,1,49.3158901667773,1,1,10,1,1,1,23.9,127.3,47.241,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +541,85,0,0,1,1,10,.,0,1,44.9274317561378,0,1,10,1,1,1,0,139.6,55.084,mg,Dosing,Hours,10 mg,Dosing,10 mg +542,85,0.1,0.28541,0,2,0,0.05,10,1,44.9274317561378,1,1,10,1,1,1,0.1,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +543,85,0.5,0.78857,0,2,0,0.17388,0,1,44.9274317561378,0,1,10,1,1,1,0.5,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +544,85,1,1.36852,0,2,0,0.15804,0,1,44.9274317561378,0,1,10,1,1,1,1,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +545,85,2,2.36642,0,2,0,0.14138,0,1,44.9274317561378,0,1,10,1,1,1,2,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +546,85,4,4.29434,0,2,0,0.05,10,1,44.9274317561378,1,1,10,1,1,1,4,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +547,85,8,8.27424,0,2,0,0.05,10,1,44.9274317561378,1,1,10,1,1,1,8,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +548,85,12,12.30001,0,2,0,0.05,10,1,44.9274317561378,1,1,10,1,1,1,12,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +549,85,18,18.36538,0,2,0,0.05,10,1,44.9274317561378,1,1,10,1,1,1,18,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +550,85,23.9,24.19485,0,2,0,0.05,10,1,44.9274317561378,1,1,10,1,1,1,23.9,139.6,55.084,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +551,86,0,0,1,1,10,.,0,1,47.2559791271154,0,1,10,0,1,1,0,147.17,42.582,mg,Dosing,Hours,10 mg,Dosing,10 mg +552,86,0.1,0.06872,0,2,0,0.05,10,1,47.2559791271154,1,1,10,0,1,1,0.1,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +553,86,0.5,0.40348,0,2,0,0.065886,0,1,47.2559791271154,0,1,10,0,1,1,0.5,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +554,86,1,0.85976,0,2,0,0.14187,0,1,47.2559791271154,0,1,10,0,1,1,1,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +555,86,2,1.87314,0,2,0,0.11607,0,1,47.2559791271154,0,1,10,0,1,1,2,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +556,86,4,3.89964,0,2,0,0.05,10,1,47.2559791271154,1,1,10,0,1,1,4,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +557,86,8,7.91819,0,2,0,0.05,10,1,47.2559791271154,1,1,10,0,1,1,8,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +558,86,12,11.88822,0,2,0,0.05,10,1,47.2559791271154,1,1,10,0,1,1,12,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +559,86,18,17.90973,0,2,0,0.05,10,1,47.2559791271154,1,1,10,0,1,1,18,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +560,86,23.9,23.63643,0,2,0,0.05,10,1,47.2559791271154,1,1,10,0,1,1,23.9,147.17,42.582,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +561,87,0,0,1,1,10,.,0,1,60.2324523541678,0,1,10,0,1,1,0,112.1,59.316,mg,Dosing,Hours,10 mg,Dosing,10 mg +562,87,0.1,0.12344,0,2,0,0.05,10,1,60.2324523541678,1,1,10,0,1,1,0.1,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +563,87,0.5,0.45651,0,2,0,0.096882,0,1,60.2324523541678,0,1,10,0,1,1,0.5,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +564,87,1,0.89489,0,2,0,0.11837,0,1,60.2324523541678,0,1,10,0,1,1,1,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +565,87,2,1.93058,0,2,0,0.14015,0,1,60.2324523541678,0,1,10,0,1,1,2,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +566,87,4,3.98127,0,2,0,0.05,10,1,60.2324523541678,1,1,10,0,1,1,4,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +567,87,8,7.69727,0,2,0,0.05,10,1,60.2324523541678,1,1,10,0,1,1,8,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +568,87,12,11.74027,0,2,0,0.05,10,1,60.2324523541678,1,1,10,0,1,1,12,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +569,87,18,17.65268,0,2,0,0.05,10,1,60.2324523541678,1,1,10,0,1,1,18,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +570,87,23.9,23.64207,0,2,0,0.05,10,1,60.2324523541678,1,1,10,0,1,1,23.9,112.1,59.316,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +571,88,0,0,1,1,10,.,0,1,36.9221592964774,0,1,10,0,1,1,0,122.97,49.694,mg,Dosing,Hours,10 mg,Dosing,10 mg +572,88,0.1,0.17938,0,2,0,0.056229,0,1,36.9221592964774,0,1,10,0,1,1,0.1,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +573,88,0.5,0.5985,0,2,0,0.1179,0,1,36.9221592964774,0,1,10,0,1,1,0.5,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +574,88,1,1.10471,0,2,0,0.088384,0,1,36.9221592964774,0,1,10,0,1,1,1,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +575,88,2,2.09044,0,2,0,0.13175,0,1,36.9221592964774,0,1,10,0,1,1,2,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +576,88,4,4.14264,0,2,0,0.05,10,1,36.9221592964774,1,1,10,0,1,1,4,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +577,88,8,8.24278,0,2,0,0.05,10,1,36.9221592964774,1,1,10,0,1,1,8,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +578,88,12,12.36605,0,2,0,0.05,10,1,36.9221592964774,1,1,10,0,1,1,12,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +579,88,18,18.28882,0,2,0,0.05,10,1,36.9221592964774,1,1,10,0,1,1,18,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +580,88,23.9,24.16126,0,2,0,0.05,10,1,36.9221592964774,1,1,10,0,1,1,23.9,122.97,49.694,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +581,89,0,0,1,1,10,.,0,1,49.9442820968851,0,1,10,1,1,1,0,101.6,40.517,mg,Dosing,Hours,10 mg,Dosing,10 mg +582,89,0.1,0.16053,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,0.1,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +583,89,0.5,0.41717,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,0.5,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +584,89,1,0.85092,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,1,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +585,89,2,1.85455,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,2,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +586,89,4,3.97092,0,2,0,0.057579,0,1,49.9442820968851,0,1,10,1,1,1,4,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +587,89,8,8.0715,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,8,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +588,89,12,12.05805,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,12,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +589,89,18,17.93843,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,18,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +590,89,23.9,23.74329,0,2,0,0.05,10,1,49.9442820968851,1,1,10,1,1,1,23.9,101.6,40.517,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +591,90,0,0,1,1,10,.,0,1,49.8405823270853,0,1,10,0,1,1,0,126.33,46.436,mg,Dosing,Hours,10 mg,Dosing,10 mg +592,90,0.1,0.16578,0,2,0,0.05,10,1,49.8405823270853,1,1,10,0,1,1,0.1,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +593,90,0.5,0.60741,0,2,0,0.054085,0,1,49.8405823270853,0,1,10,0,1,1,0.5,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +594,90,1,1.16568,0,2,0,0.12449,0,1,49.8405823270853,0,1,10,0,1,1,1,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +595,90,2,2.15518,0,2,0,0.075859,0,1,49.8405823270853,0,1,10,0,1,1,2,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Analysis set,10 mg +596,90,4,4.12435,0,2,0,0.05,10,1,49.8405823270853,1,1,10,0,1,1,4,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +597,90,8,8.13602,0,2,0,0.05,10,1,49.8405823270853,1,1,10,0,1,1,8,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +598,90,12,12.20458,0,2,0,0.05,10,1,49.8405823270853,1,1,10,0,1,1,12,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +599,90,18,18.29829,0,2,0,0.05,10,1,49.8405823270853,1,1,10,0,1,1,18,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +600,90,23.9,24.06144,0,2,0,0.05,10,1,49.8405823270853,1,1,10,0,1,1,23.9,126.33,46.436,ng/mL,PK Concentration,Hours,10 mg,Below LLOQ,10 mg +601,91,0,0,1,1,30,.,0,1,52.4409002828107,0,1,30,1,1,1,0,91.716,58.817,mg,Dosing,Hours,30 mg,Dosing,30 mg +602,91,0.1,0.17478,0,2,0,0.25706,0,1,52.4409002828107,0,1,30,1,1,1,0.1,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +603,91,0.5,0.58579,0,2,0,0.70798,0,1,52.4409002828107,0,1,30,1,1,1,0.5,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +604,91,1,1.01329,0,2,0,0.5857,0,1,52.4409002828107,0,1,30,1,1,1,1,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +605,91,2,2.04161,0,2,0,0.64982,0,1,52.4409002828107,0,1,30,1,1,1,2,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +606,91,4,3.95021,0,2,0,0.18526,0,1,52.4409002828107,0,1,30,1,1,1,4,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +607,91,8,8.03116,0,2,0,0.05,10,1,52.4409002828107,1,1,30,1,1,1,8,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +608,91,12,11.98484,0,2,0,0.05,10,1,52.4409002828107,1,1,30,1,1,1,12,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +609,91,18,18.07877,0,2,0,0.05,10,1,52.4409002828107,1,1,30,1,1,1,18,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +610,91,23.9,23.9334,0,2,0,0.05,10,1,52.4409002828107,1,1,30,1,1,1,23.9,91.716,58.817,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +611,92,0,0,1,1,30,.,0,1,59.111264984031,0,1,30,0,1,1,0,101.98,41.972,mg,Dosing,Hours,30 mg,Dosing,30 mg +612,92,0.1,0.18769,0,2,0,0.086748,0,1,59.111264984031,0,1,30,0,1,1,0.1,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +613,92,0.5,0.64159,0,2,0,0.18008,0,1,59.111264984031,0,1,30,0,1,1,0.5,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +614,92,1,1.16797,0,2,0,0.19879,0,1,59.111264984031,0,1,30,0,1,1,1,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +615,92,2,2.20767,0,2,0,0.19367,0,1,59.111264984031,0,1,30,0,1,1,2,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +616,92,4,4.07455,0,2,0,0.21215,0,1,59.111264984031,0,1,30,0,1,1,4,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +617,92,8,7.97697,0,2,0,0.076733,0,1,59.111264984031,0,1,30,0,1,1,8,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +618,92,12,12.06269,0,2,0,0.05,10,1,59.111264984031,1,1,30,0,1,1,12,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +619,92,18,18.13312,0,2,0,0.05,10,1,59.111264984031,1,1,30,0,1,1,18,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +620,92,23.9,24.12719,0,2,0,0.05,10,1,59.111264984031,1,1,30,0,1,1,23.9,101.98,41.972,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +621,93,0,0,1,1,30,.,0,1,54.6838295797909,0,1,30,1,1,1,0,131.86,57.696,mg,Dosing,Hours,30 mg,Dosing,30 mg +622,93,0.1,0.21464,0,2,0,0.17612,0,1,54.6838295797909,0,1,30,1,1,1,0.1,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +623,93,0.5,0.58955,0,2,0,0.2786,0,1,54.6838295797909,0,1,30,1,1,1,0.5,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +624,93,1,1.00408,0,2,0,0.19066,0,1,54.6838295797909,0,1,30,1,1,1,1,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +625,93,2,1.88771,0,2,0,0.1852,0,1,54.6838295797909,0,1,30,1,1,1,2,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +626,93,4,3.95918,0,2,0,0.05512,0,1,54.6838295797909,0,1,30,1,1,1,4,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +627,93,8,7.6947,0,2,0,0.05,10,1,54.6838295797909,1,1,30,1,1,1,8,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +628,93,12,11.77436,0,2,0,0.05,10,1,54.6838295797909,1,1,30,1,1,1,12,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +629,93,18,17.76394,0,2,0,0.05,10,1,54.6838295797909,1,1,30,1,1,1,18,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +630,93,23.9,23.62043,0,2,0,0.05,10,1,54.6838295797909,1,1,30,1,1,1,23.9,131.86,57.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +631,94,0,0,1,1,30,.,0,1,41.4306541604087,0,1,30,0,1,1,0,84.754,42.902,mg,Dosing,Hours,30 mg,Dosing,30 mg +632,94,0.1,0.00731,0,2,0,0.05,10,1,41.4306541604087,1,1,30,0,1,1,0.1,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +633,94,0.5,0.32277,0,2,0,0.13855,0,1,41.4306541604087,0,1,30,0,1,1,0.5,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +634,94,1,0.72079,0,2,0,0.16273,0,1,41.4306541604087,0,1,30,0,1,1,1,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +635,94,2,1.69628,0,2,0,0.2591,0,1,41.4306541604087,0,1,30,0,1,1,2,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +636,94,4,3.77711,0,2,0,0.064629,0,1,41.4306541604087,0,1,30,0,1,1,4,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +637,94,8,7.78784,0,2,0,0.05,10,1,41.4306541604087,1,1,30,0,1,1,8,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +638,94,12,11.73506,0,2,0,0.05,10,1,41.4306541604087,1,1,30,0,1,1,12,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +639,94,18,17.88818,0,2,0,0.05,10,1,41.4306541604087,1,1,30,0,1,1,18,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +640,94,23.9,23.7353,0,2,0,0.05,10,1,41.4306541604087,1,1,30,0,1,1,23.9,84.754,42.902,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +641,95,0,0,1,1,30,.,0,1,63.5909197019826,0,1,30,1,1,1,0,83.878,41.517,mg,Dosing,Hours,30 mg,Dosing,30 mg +642,95,0.1,0.10515,0,2,0,0.056887,0,1,63.5909197019826,0,1,30,1,1,1,0.1,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +643,95,0.5,0.72367,0,2,0,0.11065,0,1,63.5909197019826,0,1,30,1,1,1,0.5,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +644,95,1,1.18022,0,2,0,0.35931,0,1,63.5909197019826,0,1,30,1,1,1,1,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +645,95,2,2.20405,0,2,0,0.20009,0,1,63.5909197019826,0,1,30,1,1,1,2,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +646,95,4,4.28735,0,2,0,0.12642,0,1,63.5909197019826,0,1,30,1,1,1,4,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +647,95,8,8.25584,0,2,0,0.073517,0,1,63.5909197019826,0,1,30,1,1,1,8,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +648,95,12,12.24608,0,2,0,0.062952,0,1,63.5909197019826,0,1,30,1,1,1,12,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +649,95,18,18.30696,0,2,0,0.05,10,1,63.5909197019826,1,1,30,1,1,1,18,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +650,95,23.9,24.27337,0,2,0,0.05,10,1,63.5909197019826,1,1,30,1,1,1,23.9,83.878,41.517,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +651,96,0,0,1,1,30,.,0,1,68.7295297050201,0,1,30,0,1,1,0,121.11,57.137,mg,Dosing,Hours,30 mg,Dosing,30 mg +652,96,0.1,0.12236,0,2,0,0.068034,0,1,68.7295297050201,0,1,30,0,1,1,0.1,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +653,96,0.5,0.52289,0,2,0,0.16596,0,1,68.7295297050201,0,1,30,0,1,1,0.5,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +654,96,1,0.93763,0,2,0,0.20658,0,1,68.7295297050201,0,1,30,0,1,1,1,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +655,96,2,1.89116,0,2,0,0.31463,0,1,68.7295297050201,0,1,30,0,1,1,2,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +656,96,4,4.01112,0,2,0,0.05585,0,1,68.7295297050201,0,1,30,0,1,1,4,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +657,96,8,7.91944,0,2,0,0.05,10,1,68.7295297050201,1,1,30,0,1,1,8,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +658,96,12,11.85686,0,2,0,0.05,10,1,68.7295297050201,1,1,30,0,1,1,12,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +659,96,18,17.86944,0,2,0,0.05,10,1,68.7295297050201,1,1,30,0,1,1,18,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +660,96,23.9,23.77888,0,2,0,0.05,10,1,68.7295297050201,1,1,30,0,1,1,23.9,121.11,57.137,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +661,97,0,0,1,1,30,.,0,1,77.2138690274565,0,1,30,0,1,1,0,133.69,55.847,mg,Dosing,Hours,30 mg,Dosing,30 mg +662,97,0.1,0.06883,0,2,0,0.05,10,1,77.2138690274565,1,1,30,0,1,1,0.1,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +663,97,0.5,0.44855,0,2,0,0.1921,0,1,77.2138690274565,0,1,30,0,1,1,0.5,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +664,97,1,0.99985,0,2,0,0.23065,0,1,77.2138690274565,0,1,30,0,1,1,1,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +665,97,2,2.13755,0,2,0,0.17834,0,1,77.2138690274565,0,1,30,0,1,1,2,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +666,97,4,4.13836,0,2,0,0.080614,0,1,77.2138690274565,0,1,30,0,1,1,4,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +667,97,8,8.08066,0,2,0,0.05,10,1,77.2138690274565,1,1,30,0,1,1,8,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +668,97,12,11.98046,0,2,0,0.05,10,1,77.2138690274565,1,1,30,0,1,1,12,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +669,97,18,17.87606,0,2,0,0.05,10,1,77.2138690274565,1,1,30,0,1,1,18,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +670,97,23.9,23.895,0,2,0,0.05,10,1,77.2138690274565,1,1,30,0,1,1,23.9,133.69,55.847,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +671,98,0,0,1,1,30,.,0,1,53.6071974187235,0,1,30,1,1,1,0,80.206,55.302,mg,Dosing,Hours,30 mg,Dosing,30 mg +672,98,0.1,0.14646,0,2,0,0.13245,0,1,53.6071974187235,0,1,30,1,1,1,0.1,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +673,98,0.5,0.48534,0,2,0,0.10025,0,1,53.6071974187235,0,1,30,1,1,1,0.5,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +674,98,1,0.96182,0,2,0,0.31455,0,1,53.6071974187235,0,1,30,1,1,1,1,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +675,98,2,2.07718,0,2,0,0.23572,0,1,53.6071974187235,0,1,30,1,1,1,2,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +676,98,4,4.04219,0,2,0,0.25946,0,1,53.6071974187235,0,1,30,1,1,1,4,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +677,98,8,8.00311,0,2,0,0.13295,0,1,53.6071974187235,0,1,30,1,1,1,8,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +678,98,12,11.84812,0,2,0,0.12596,0,1,53.6071974187235,0,1,30,1,1,1,12,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +679,98,18,17.79657,0,2,0,0.071785,0,1,53.6071974187235,0,1,30,1,1,1,18,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +680,98,23.9,23.7404,0,2,0,0.052102,0,1,53.6071974187235,0,1,30,1,1,1,23.9,80.206,55.302,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +681,99,0,0,1,1,30,.,0,1,39.649179390504,0,1,30,0,1,1,0,96.745,49.018,mg,Dosing,Hours,30 mg,Dosing,30 mg +682,99,0.1,0.18481,0,2,0,0.12016,0,1,39.649179390504,0,1,30,0,1,1,0.1,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +683,99,0.5,0.72969,0,2,0,0.36903,0,1,39.649179390504,0,1,30,0,1,1,0.5,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +684,99,1,1.35523,0,2,0,0.3887,0,1,39.649179390504,0,1,30,0,1,1,1,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +685,99,2,2.37487,0,2,0,0.19279,0,1,39.649179390504,0,1,30,0,1,1,2,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +686,99,4,4.43998,0,2,0,0.19117,0,1,39.649179390504,0,1,30,0,1,1,4,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +687,99,8,8.33256,0,2,0,0.087244,0,1,39.649179390504,0,1,30,0,1,1,8,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +688,99,12,12.39657,0,2,0,0.05,10,1,39.649179390504,1,1,30,0,1,1,12,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +689,99,18,18.31423,0,2,0,0.05,10,1,39.649179390504,1,1,30,0,1,1,18,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +690,99,23.9,24.43297,0,2,0,0.05,10,1,39.649179390504,1,1,30,0,1,1,23.9,96.745,49.018,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +691,100,0,-1,0,1,30,0.05,100,1,48.1118927245048,1,1,30,1,1,1,0,109.04,46.163,mg,Dosing,Hours,30 mg,Pre-dose sample,30 mg +692,100,0,0,1,1,30,.,0,1,48.1118927245048,0,1,30,1,1,1,0,109.04,46.163,mg,Dosing,Hours,30 mg,Dosing,30 mg +693,100,0.1,0.06671,0,2,0,0.05,10,1,48.1118927245048,1,1,30,1,1,1,0.1,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +694,100,0.5,0.32435,0,2,0,0.12057,0,1,48.1118927245048,0,1,30,1,1,1,0.5,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +695,100,1,1.09785,0,2,0,0.20807,0,1,48.1118927245048,0,1,30,1,1,1,1,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +696,100,2,2.14235,0,2,0,0.11653,0,1,48.1118927245048,0,1,30,1,1,1,2,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +697,100,4,4.09254,0,2,0,0.097987,0,1,48.1118927245048,0,1,30,1,1,1,4,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +698,100,8,8.09164,0,2,0,0.05,10,1,48.1118927245048,1,1,30,1,1,1,8,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +699,100,12,12.16465,0,2,0,0.05,10,1,48.1118927245048,1,1,30,1,1,1,12,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +700,100,18,18.21023,0,2,0,0.05,10,1,48.1118927245048,1,1,30,1,1,1,18,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +701,100,23.9,24.06574,0,2,0,0.05,10,1,48.1118927245048,1,1,30,1,1,1,23.9,109.04,46.163,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +702,101,0,0,1,1,30,.,0,1,48.6436834598675,0,1,30,1,1,1,0,142.04,53.02,mg,Dosing,Hours,30 mg,Dosing,30 mg +703,101,0.1,0.06896,0,2,0,0.068493,0,1,48.6436834598675,0,1,30,1,1,1,0.1,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +704,101,0.5,0.449,0,2,0,0.29452,0,1,48.6436834598675,0,1,30,1,1,1,0.5,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +705,101,1,1.00014,0,2,0,0.38954,0,1,48.6436834598675,0,1,30,1,1,1,1,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +706,101,2,1.90757,0,2,0,0.1879,0,1,48.6436834598675,0,1,30,1,1,1,2,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +707,101,4,3.75628,0,2,0,0.13172,0,1,48.6436834598675,0,1,30,1,1,1,4,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +708,101,8,7.809,0,2,0,0.05,10,1,48.6436834598675,1,1,30,1,1,1,8,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +709,101,12,11.89533,0,2,0,0.05,10,1,48.6436834598675,1,1,30,1,1,1,12,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +710,101,18,17.87456,0,2,0,0.05,10,1,48.6436834598675,1,1,30,1,1,1,18,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +711,101,23.9,23.68814,0,2,0,0.05,10,1,48.6436834598675,1,1,30,1,1,1,23.9,142.04,53.02,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +712,102,0,0,1,1,30,.,0,1,55.2007570795223,0,1,30,0,1,1,0,111.7,53.996,mg,Dosing,Hours,30 mg,Dosing,30 mg +713,102,0.1,0.12282,0,2,0,0.18039,0,1,55.2007570795223,0,1,30,0,1,1,0.1,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +714,102,0.5,0.60436,0,2,0,0.45544,0,1,55.2007570795223,0,1,30,0,1,1,0.5,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +715,102,1,1.07791,0,2,0,0.5314,0,1,55.2007570795223,0,1,30,0,1,1,1,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +716,102,2,2.12511,0,2,0,0.31196,0,1,55.2007570795223,0,1,30,0,1,1,2,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +717,102,4,4.16856,0,2,0,0.14115,0,1,55.2007570795223,0,1,30,0,1,1,4,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +718,102,8,8.3225,0,2,0,0.05,10,1,55.2007570795223,1,1,30,0,1,1,8,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +719,102,12,12.31985,0,2,0,0.05,10,1,55.2007570795223,1,1,30,0,1,1,12,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +720,102,18,18.42132,0,2,0,0.05,10,1,55.2007570795223,1,1,30,0,1,1,18,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +721,102,23.9,24.38577,0,2,0,0.05,10,1,55.2007570795223,1,1,30,0,1,1,23.9,111.7,53.996,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +722,103,0,0,1,1,30,.,0,1,61.983353607867,0,1,30,1,1,1,0,92.732,50.635,mg,Dosing,Hours,30 mg,Dosing,30 mg +723,103,0.1,0.10063,0,2,0,0.05,10,1,61.983353607867,1,1,30,1,1,1,0.1,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +724,103,0.5,0.33054,0,2,0,0.1518,0,1,61.983353607867,0,1,30,1,1,1,0.5,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +725,103,1,0.84919,0,2,0,0.1649,0,1,61.983353607867,0,1,30,1,1,1,1,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +726,103,2,1.81018,0,2,0,0.17894,0,1,61.983353607867,0,1,30,1,1,1,2,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +727,103,4,3.94291,0,2,0,0.10985,0,1,61.983353607867,0,1,30,1,1,1,4,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +728,103,8,7.84246,0,2,0,0.10832,0,1,61.983353607867,0,1,30,1,1,1,8,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +729,103,12,12.02864,0,2,0,0.092176,0,1,61.983353607867,0,1,30,1,1,1,12,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +730,103,18,17.83749,0,2,0,0.05,10,1,61.983353607867,1,1,30,1,1,1,18,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +731,103,23.9,23.68433,0,2,0,0.055384,0,1,61.983353607867,0,1,30,1,1,1,23.9,92.732,50.635,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +732,104,0,0,1,1,30,.,0,1,42.0216911950839,0,1,30,1,1,1,0,83.444,58.264,mg,Dosing,Hours,30 mg,Dosing,30 mg +733,104,0.1,0.07993,0,2,0,0.05,10,1,42.0216911950839,1,1,30,1,1,1,0.1,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +734,104,0.5,0.36403,0,2,0,0.16038,0,1,42.0216911950839,0,1,30,1,1,1,0.5,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +735,104,1,0.92853,0,2,0,0.21547,0,1,42.0216911950839,0,1,30,1,1,1,1,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +736,104,2,1.95744,0,2,0,0.17339,0,1,42.0216911950839,0,1,30,1,1,1,2,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +737,104,4,4.06254,0,2,0,0.16116,0,1,42.0216911950839,0,1,30,1,1,1,4,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +738,104,8,7.98263,0,2,0,0.080437,0,1,42.0216911950839,0,1,30,1,1,1,8,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +739,104,12,12.1307,0,2,0,0.05,10,1,42.0216911950839,1,1,30,1,1,1,12,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +740,104,18,18.14547,0,2,0,0.05,10,1,42.0216911950839,1,1,30,1,1,1,18,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +741,104,23.9,23.91445,0,2,0,0.05,10,1,42.0216911950839,1,1,30,1,1,1,23.9,83.444,58.264,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +742,105,0,0,1,1,30,.,0,1,32.1677371133509,0,1,30,0,1,1,0,121.69,49.004,mg,Dosing,Hours,30 mg,Dosing,30 mg +743,105,0.1,0.08799,0,2,0,0.21545,0,1,32.1677371133509,0,1,30,0,1,1,0.1,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +744,105,0.5,0.4915,0,2,0,0.21836,0,1,32.1677371133509,0,1,30,0,1,1,0.5,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +745,105,1,1.01327,0,2,0,0.56205,0,1,32.1677371133509,0,1,30,0,1,1,1,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +746,105,2,2.16344,0,2,0,0.49329,0,1,32.1677371133509,0,1,30,0,1,1,2,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +747,105,4,4.24444,0,2,0,0.1061,0,1,32.1677371133509,0,1,30,0,1,1,4,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +748,105,8,8.17064,0,2,0,0.05,10,1,32.1677371133509,1,1,30,0,1,1,8,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +749,105,12,12.10069,0,2,0,0.05,10,1,32.1677371133509,1,1,30,0,1,1,12,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +750,105,18,18.20997,0,2,0,0.05,10,1,32.1677371133509,1,1,30,0,1,1,18,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +751,105,23.9,24.1087,0,2,0,0.05,10,1,32.1677371133509,1,1,30,0,1,1,23.9,121.69,49.004,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +752,106,0,0,1,1,30,.,0,1,63.9443930270347,0,1,30,0,1,1,0,133.3,53.44,mg,Dosing,Hours,30 mg,Dosing,30 mg +753,106,0.1,0.04011,0,2,0,0.05,10,1,63.9443930270347,1,1,30,0,1,1,0.1,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +754,106,0.5,0.34121,0,2,0,0.16255,0,1,63.9443930270347,0,1,30,0,1,1,0.5,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +755,106,1,1.03168,0,2,0,0.14393,0,1,63.9443930270347,0,1,30,0,1,1,1,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +756,106,2,2.03189,0,2,0,0.16918,0,1,63.9443930270347,0,1,30,0,1,1,2,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +757,106,4,4.06794,0,2,0,0.05,10,1,63.9443930270347,1,1,30,0,1,1,4,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +758,106,8,8.04567,0,2,0,0.05,10,1,63.9443930270347,1,1,30,0,1,1,8,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +759,106,12,11.88142,0,2,0,0.05,10,1,63.9443930270347,1,1,30,0,1,1,12,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +760,106,18,17.76261,0,2,0,0.05,10,1,63.9443930270347,1,1,30,0,1,1,18,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +761,106,23.9,23.76669,0,2,0,0.05,10,1,63.9443930270347,1,1,30,0,1,1,23.9,133.3,53.44,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +762,107,0,0,1,1,30,.,0,1,68.7449075317997,0,1,30,1,1,1,0,84.755,49.63,mg,Dosing,Hours,30 mg,Dosing,30 mg +763,107,0.1,0.07056,0,2,0,0.085107,0,1,68.7449075317997,0,1,30,1,1,1,0.1,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +764,107,0.5,0.40453,0,2,0,0.22446,0,1,68.7449075317997,0,1,30,1,1,1,0.5,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +765,107,1,0.91703,0,2,0,0.23832,0,1,68.7449075317997,0,1,30,1,1,1,1,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +766,107,2,1.79568,0,2,0,0.27753,0,1,68.7449075317997,0,1,30,1,1,1,2,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +767,107,4,3.73812,0,2,0,0.050193,0,1,68.7449075317997,0,1,30,1,1,1,4,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +768,107,8,7.71362,0,2,0,0.05,10,1,68.7449075317997,1,1,30,1,1,1,8,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +769,107,12,11.66978,0,2,0,0.05,10,1,68.7449075317997,1,1,30,1,1,1,12,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +770,107,18,17.6751,0,2,0,0.05,10,1,68.7449075317997,1,1,30,1,1,1,18,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +771,107,23.9,23.57673,0,2,0,0.05,10,1,68.7449075317997,1,1,30,1,1,1,23.9,84.755,49.63,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +772,108,0,0,1,1,30,.,0,1,54.8178593406085,0,1,30,1,1,1,0,95.846,46.434,mg,Dosing,Hours,30 mg,Dosing,30 mg +773,108,0.1,0.09789,0,2,0,0.05,10,1,54.8178593406085,1,1,30,1,1,1,0.1,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +774,108,0.5,0.48672,0,2,0,0.22912,0,1,54.8178593406085,0,1,30,1,1,1,0.5,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +775,108,1,0.9398,0,2,0,0.19435,0,1,54.8178593406085,0,1,30,1,1,1,1,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +776,108,2,1.87374,0,2,0,0.087053,0,1,54.8178593406085,0,1,30,1,1,1,2,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +777,108,4,3.98975,0,2,0,0.1725,0,1,54.8178593406085,0,1,30,1,1,1,4,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +778,108,8,7.85965,0,2,0,0.078384,0,1,54.8178593406085,0,1,30,1,1,1,8,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +779,108,12,11.70574,0,2,0,0.05,10,1,54.8178593406085,1,1,30,1,1,1,12,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +780,108,18,17.86701,0,2,0,0.05,10,1,54.8178593406085,1,1,30,1,1,1,18,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +781,108,23.9,23.91378,0,2,0,0.05,10,1,54.8178593406085,1,1,30,1,1,1,23.9,95.846,46.434,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +782,109,0,0,1,1,30,.,0,1,46.7214381320771,0,1,30,1,1,1,0,113.81,57.663,mg,Dosing,Hours,30 mg,Dosing,30 mg +783,109,0.1,0.07568,0,2,0,0.05,10,1,46.7214381320771,1,1,30,1,1,1,0.1,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +784,109,0.5,0.47212,0,2,0,0.20317,0,1,46.7214381320771,0,1,30,1,1,1,0.5,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +785,109,1,0.93694,0,2,0,0.12709,0,1,46.7214381320771,0,1,30,1,1,1,1,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +786,109,2,1.94935,0,2,0,0.19622,0,1,46.7214381320771,0,1,30,1,1,1,2,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +787,109,4,4.02112,0,2,0,0.17164,0,1,46.7214381320771,0,1,30,1,1,1,4,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +788,109,8,7.93445,0,2,0,0.14549,0,1,46.7214381320771,0,1,30,1,1,1,8,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +789,109,12,11.93747,0,2,0,0.06766,0,1,46.7214381320771,0,1,30,1,1,1,12,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +790,109,18,17.91233,0,2,0,0.05,10,1,46.7214381320771,1,1,30,1,1,1,18,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +791,109,23.9,23.98528,0,2,0,0.05,10,1,46.7214381320771,1,1,30,1,1,1,23.9,113.81,57.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +792,110,0,0,1,1,30,.,0,1,45.1724494920658,0,1,30,1,1,1,0,116.78,58.513,mg,Dosing,Hours,30 mg,Dosing,30 mg +793,110,0.1,0.19224,0,2,0,0.19189,0,1,45.1724494920658,0,1,30,1,1,1,0.1,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +794,110,0.5,0.49175,0,2,0,0.27813,0,1,45.1724494920658,0,1,30,1,1,1,0.5,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +795,110,1,1.03657,0,2,0,0.24317,0,1,45.1724494920658,0,1,30,1,1,1,1,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +796,110,2,1.79408,0,2,0,0.23811,0,1,45.1724494920658,0,1,30,1,1,1,2,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +797,110,4,4.04061,0,2,0,0.11589,0,1,45.1724494920658,0,1,30,1,1,1,4,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +798,110,8,7.88764,0,2,0,0.05,10,1,45.1724494920658,1,1,30,1,1,1,8,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +799,110,12,11.73823,0,2,0,0.05,10,1,45.1724494920658,1,1,30,1,1,1,12,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +800,110,18,17.68101,0,2,0,0.05,10,1,45.1724494920658,1,1,30,1,1,1,18,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +801,110,23.9,23.45354,0,2,0,0.05,10,1,45.1724494920658,1,1,30,1,1,1,23.9,116.78,58.513,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +802,111,0,0,1,1,30,.,0,1,65.2823728978885,0,1,30,0,1,1,0,138.87,58.687,mg,Dosing,Hours,30 mg,Dosing,30 mg +803,111,0.1,0.1245,0,2,0,0.11723,0,1,65.2823728978885,0,1,30,0,1,1,0.1,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +804,111,0.5,0.46706,0,2,0,0.53593,0,1,65.2823728978885,0,1,30,0,1,1,0.5,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +805,111,1,0.85682,0,2,0,0.49724,0,1,65.2823728978885,0,1,30,0,1,1,1,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +806,111,2,1.76439,0,2,0,0.32097,0,1,65.2823728978885,0,1,30,0,1,1,2,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +807,111,4,3.64934,0,2,0,0.12996,0,1,65.2823728978885,0,1,30,0,1,1,4,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +808,111,8,7.54362,0,2,0,0.05,10,1,65.2823728978885,1,1,30,0,1,1,8,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +809,111,12,11.56732,0,2,0,0.05,10,1,65.2823728978885,1,1,30,0,1,1,12,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +810,111,18,17.61184,0,2,0,0.05,10,1,65.2823728978885,1,1,30,0,1,1,18,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +811,111,23.9,23.54206,0,2,0,0.05,10,1,65.2823728978885,1,1,30,0,1,1,23.9,138.87,58.687,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +812,112,0,0,1,1,30,.,0,1,55.5905930930721,0,1,30,1,1,1,0,114,50.922,mg,Dosing,Hours,30 mg,Dosing,30 mg +813,112,0.1,0.14967,0,2,0,0.17008,0,1,55.5905930930721,0,1,30,1,1,1,0.1,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +814,112,0.5,0.67075,0,2,0,0.36436,0,1,55.5905930930721,0,1,30,1,1,1,0.5,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +815,112,1,1.26443,0,2,0,0.41501,0,1,55.5905930930721,0,1,30,1,1,1,1,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +816,112,2,2.35366,0,2,0,0.31444,0,1,55.5905930930721,0,1,30,1,1,1,2,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +817,112,4,4.45544,0,2,0,0.13989,0,1,55.5905930930721,0,1,30,1,1,1,4,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +818,112,8,8.3548,0,2,0,0.065395,0,1,55.5905930930721,0,1,30,1,1,1,8,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +819,112,12,12.25127,0,2,0,0.05,10,1,55.5905930930721,1,1,30,1,1,1,12,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +820,112,18,18.29111,0,2,0,0.05,10,1,55.5905930930721,1,1,30,1,1,1,18,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +821,112,23.9,24.13447,0,2,0,0.05,10,1,55.5905930930721,1,1,30,1,1,1,23.9,114,50.922,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +822,113,0,0,1,1,30,.,0,1,47.9264623255139,0,1,30,0,1,1,0,114.26,49.663,mg,Dosing,Hours,30 mg,Dosing,30 mg +823,113,0.1,0.18013,0,2,0,0.15112,0,1,47.9264623255139,0,1,30,0,1,1,0.1,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +824,113,0.5,0.71043,0,2,0,0.42257,0,1,47.9264623255139,0,1,30,0,1,1,0.5,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +825,113,1,1.51803,0,2,0,0.39695,0,1,47.9264623255139,0,1,30,0,1,1,1,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +826,113,2,2.32625,0,2,0,0.27912,0,1,47.9264623255139,0,1,30,0,1,1,2,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +827,113,4,4.2446,0,2,0,0.23177,0,1,47.9264623255139,0,1,30,0,1,1,4,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +828,113,8,8.33669,0,2,0,0.05,10,1,47.9264623255139,1,1,30,0,1,1,8,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +829,113,12,12.38659,0,2,0,0.05,10,1,47.9264623255139,1,1,30,0,1,1,12,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +830,113,18,18.20765,0,2,0,0.05,10,1,47.9264623255139,1,1,30,0,1,1,18,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +831,113,23.9,24.21544,0,2,0,0.05,10,1,47.9264623255139,1,1,30,0,1,1,23.9,114.26,49.663,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +832,114,0,0,1,1,30,.,0,1,44.9582261705995,0,1,30,0,1,1,0,105.09,49.476,mg,Dosing,Hours,30 mg,Dosing,30 mg +833,114,0.1,0.00826,0,2,0,0.05,10,1,44.9582261705995,1,1,30,0,1,1,0.1,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +834,114,0.5,0.31636,0,2,0,0.16338,0,1,44.9582261705995,0,1,30,0,1,1,0.5,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +835,114,1,0.67668,0,2,0,0.11719,0,1,44.9582261705995,0,1,30,0,1,1,1,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +836,114,2,1.66044,0,2,0,0.3698,0,1,44.9582261705995,0,1,30,0,1,1,2,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +837,114,4,3.75573,0,2,0,0.17491,0,1,44.9582261705995,0,1,30,0,1,1,4,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +838,114,8,8.02073,0,2,0,0.05,10,1,44.9582261705995,1,1,30,0,1,1,8,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +839,114,12,11.94735,0,2,0,0.05,10,1,44.9582261705995,1,1,30,0,1,1,12,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +840,114,18,17.91359,0,2,0,0.05,10,1,44.9582261705995,1,1,30,0,1,1,18,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +841,114,23.9,23.92279,0,2,0,0.05,10,1,44.9582261705995,1,1,30,0,1,1,23.9,105.09,49.476,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +842,115,0,0,1,1,30,.,0,1,45.9720460501117,0,1,30,0,1,1,0,129.36,50.889,mg,Dosing,Hours,30 mg,Dosing,30 mg +843,115,0.1,0.088,0,2,0,0.05393,0,1,45.9720460501117,0,1,30,0,1,1,0.1,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +844,115,0.5,0.44149,0,2,0,0.23465,0,1,45.9720460501117,0,1,30,0,1,1,0.5,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +845,115,1,1.03529,0,2,0,0.31535,0,1,45.9720460501117,0,1,30,0,1,1,1,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +846,115,2,2.01344,0,2,0,0.1901,0,1,45.9720460501117,0,1,30,0,1,1,2,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +847,115,4,4.08563,0,2,0,0.073228,0,1,45.9720460501117,0,1,30,0,1,1,4,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +848,115,8,8.00542,0,2,0,0.05,10,1,45.9720460501117,1,1,30,0,1,1,8,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +849,115,12,12.03987,0,2,0,0.05,10,1,45.9720460501117,1,1,30,0,1,1,12,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +850,115,18,17.96923,0,2,0,0.05,10,1,45.9720460501117,1,1,30,0,1,1,18,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +851,115,23.9,24.05987,0,2,0,0.05,10,1,45.9720460501117,1,1,30,0,1,1,23.9,129.36,50.889,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +852,116,0,0,1,1,30,.,0,1,70.3736767534675,0,1,30,1,1,1,0,109.16,42.2,mg,Dosing,Hours,30 mg,Dosing,30 mg +853,116,0.1,0.00674,0,2,0,0.05,10,1,70.3736767534675,1,1,30,1,1,1,0.1,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +854,116,0.5,0.56605,0,2,0,0.12818,0,1,70.3736767534675,0,1,30,1,1,1,0.5,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +855,116,1,1.1961,0,2,0,0.19893,0,1,70.3736767534675,0,1,30,1,1,1,1,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +856,116,2,2.20765,0,2,0,0.18766,0,1,70.3736767534675,0,1,30,1,1,1,2,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +857,116,4,4.18117,0,2,0,0.069117,0,1,70.3736767534675,0,1,30,1,1,1,4,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +858,116,8,8.21117,0,2,0,0.05,10,1,70.3736767534675,1,1,30,1,1,1,8,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +859,116,12,12.18389,0,2,0,0.05,10,1,70.3736767534675,1,1,30,1,1,1,12,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +860,116,18,18.04663,0,2,0,0.05,10,1,70.3736767534675,1,1,30,1,1,1,18,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +861,116,23.9,23.88948,0,2,0,0.05,10,1,70.3736767534675,1,1,30,1,1,1,23.9,109.16,42.2,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +862,117,0,0,1,1,30,.,0,1,59.0947647883488,0,1,30,1,1,1,0,116.96,45.204,mg,Dosing,Hours,30 mg,Dosing,30 mg +863,117,0.1,0.1776,0,2,0,0.05,10,1,59.0947647883488,1,1,30,1,1,1,0.1,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +864,117,0.5,0.71134,0,2,0,0.083666,0,1,59.0947647883488,0,1,30,1,1,1,0.5,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +865,117,1,1.17209,0,2,0,0.15478,0,1,59.0947647883488,0,1,30,1,1,1,1,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +866,117,2,2.20991,0,2,0,0.063504,0,1,59.0947647883488,0,1,30,1,1,1,2,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +867,117,4,4.10099,0,2,0,0.085747,0,1,59.0947647883488,0,1,30,1,1,1,4,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +868,117,8,8.04965,0,2,0,0.05,10,1,59.0947647883488,1,1,30,1,1,1,8,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +869,117,12,11.88236,0,2,0,0.052503,0,1,59.0947647883488,0,1,30,1,1,1,12,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +870,117,18,17.87129,0,2,0,0.05,10,1,59.0947647883488,1,1,30,1,1,1,18,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +871,117,23.9,23.75508,0,2,0,0.05,10,1,59.0947647883488,1,1,30,1,1,1,23.9,116.96,45.204,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +872,118,0,0,1,1,30,.,0,1,49.8969434282333,0,1,30,1,1,1,0,119.33,40.657,mg,Dosing,Hours,30 mg,Dosing,30 mg +873,118,0.1,0.23304,0,2,0,0.11687,0,1,49.8969434282333,0,1,30,1,1,1,0.1,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +874,118,0.5,0.57989,0,2,0,0.19397,0,1,49.8969434282333,0,1,30,1,1,1,0.5,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +875,118,1,1.32308,0,2,0,0.19485,0,1,49.8969434282333,0,1,30,1,1,1,1,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +876,118,2,2.37697,0,2,0,0.050287,0,1,49.8969434282333,0,1,30,1,1,1,2,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +877,118,4,4.24662,0,2,0,0.10055,0,1,49.8969434282333,0,1,30,1,1,1,4,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +878,118,8,8.32718,0,2,0,0.05,10,1,49.8969434282333,1,1,30,1,1,1,8,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +879,118,12,12.33606,0,2,0,0.05,10,1,49.8969434282333,1,1,30,1,1,1,12,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +880,118,18,18.38175,0,2,0,0.05,10,1,49.8969434282333,1,1,30,1,1,1,18,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +881,118,23.9,24.11242,0,2,0,0.05,10,1,49.8969434282333,1,1,30,1,1,1,23.9,119.33,40.657,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +882,119,0,0,1,1,30,.,0,1,43.7985994853619,0,1,30,0,1,1,0,130.04,57.173,mg,Dosing,Hours,30 mg,Dosing,30 mg +883,119,0.1,0.02008,0,2,0,0.05,10,1,43.7985994853619,1,1,30,0,1,1,0.1,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +884,119,0.5,0.46269,0,2,0,0.20976,0,1,43.7985994853619,0,1,30,0,1,1,0.5,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +885,119,1,1.07657,0,2,0,0.33665,0,1,43.7985994853619,0,1,30,0,1,1,1,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +886,119,2,1.96912,0,2,0,0.11558,0,1,43.7985994853619,0,1,30,0,1,1,2,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +887,119,4,3.9303,0,2,0,0.12248,0,1,43.7985994853619,0,1,30,0,1,1,4,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +888,119,8,7.84104,0,2,0,0.056566,0,1,43.7985994853619,0,1,30,0,1,1,8,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +889,119,12,11.7725,0,2,0,0.05,10,1,43.7985994853619,1,1,30,0,1,1,12,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +890,119,18,17.69016,0,2,0,0.05,10,1,43.7985994853619,1,1,30,0,1,1,18,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +891,119,23.9,23.47796,0,2,0,0.05,10,1,43.7985994853619,1,1,30,0,1,1,23.9,130.04,57.173,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +892,120,0,0,1,1,30,.,0,1,52.1909507543695,0,1,30,1,1,1,0,95.384,47.696,mg,Dosing,Hours,30 mg,Dosing,30 mg +893,120,0.1,0.19822,0,2,0,0.072752,0,1,52.1909507543695,0,1,30,1,1,1,0.1,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +894,120,0.5,0.64213,0,2,0,0.18071,0,1,52.1909507543695,0,1,30,1,1,1,0.5,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +895,120,1,1.04507,0,2,0,0.086114,0,1,52.1909507543695,0,1,30,1,1,1,1,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +896,120,2,2.05861,0,2,0,0.066699,0,1,52.1909507543695,0,1,30,1,1,1,2,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +897,120,4,4.02579,0,2,0,0.13774,0,1,52.1909507543695,0,1,30,1,1,1,4,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Analysis set,30 mg +898,120,8,8.00918,0,2,0,0.05,10,1,52.1909507543695,1,1,30,1,1,1,8,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +899,120,12,12.13113,0,2,0,0.05,10,1,52.1909507543695,1,1,30,1,1,1,12,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +900,120,18,18.12645,0,2,0,0.05,10,1,52.1909507543695,1,1,30,1,1,1,18,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +901,120,23.9,24.07496,0,2,0,0.05,10,1,52.1909507543695,1,1,30,1,1,1,23.9,95.384,47.696,ng/mL,PK Concentration,Hours,30 mg,Below LLOQ,30 mg +902,121,0,0,1,1,100,.,0,1,63.3718887873592,0,1,100,0,1,1,0,136.77,47.184,mg,Dosing,Hours,100 mg,Dosing,100 mg +903,121,0.1,0.02479,0,2,0,0.071078,0,1,63.3718887873592,0,1,100,0,1,1,0.1,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +904,121,0.5,0.36324,0,2,0,0.69813,0,1,63.3718887873592,0,1,100,0,1,1,0.5,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +905,121,1,0.7975,0,2,0,1.2559,0,1,63.3718887873592,0,1,100,0,1,1,1,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +906,121,2,1.76767,0,2,0,1.1848,0,1,63.3718887873592,0,1,100,0,1,1,2,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +907,121,4,3.69121,0,2,0,0.43703,0,1,63.3718887873592,0,1,100,0,1,1,4,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +908,121,8,7.82843,0,2,0,0.13704,0,1,63.3718887873592,0,1,100,0,1,1,8,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +909,121,12,11.89969,0,2,0,0.10741,0,1,63.3718887873592,0,1,100,0,1,1,12,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +910,121,18,18.01424,0,2,0,0.060968,0,1,63.3718887873592,0,1,100,0,1,1,18,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +911,121,23.9,23.81114,0,2,0,0.05,10,1,63.3718887873592,1,1,100,0,1,1,23.9,136.77,47.184,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +912,122,0,0,1,1,100,.,0,1,50.5537025966711,0,1,100,1,1,1,0,94.357,49.776,mg,Dosing,Hours,100 mg,Dosing,100 mg +913,122,0.1,0.18565,0,2,0,0.24245,0,1,50.5537025966711,0,1,100,1,1,1,0.1,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +914,122,0.5,0.59963,0,2,0,0.3664,0,1,50.5537025966711,0,1,100,1,1,1,0.5,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +915,122,1,1.15334,0,2,0,0.81816,0,1,50.5537025966711,0,1,100,1,1,1,1,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +916,122,2,2.20166,0,2,0,0.61674,0,1,50.5537025966711,0,1,100,1,1,1,2,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +917,122,4,4.38005,0,2,0,0.57963,0,1,50.5537025966711,0,1,100,1,1,1,4,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +918,122,8,8.66431,0,2,0,0.09613,0,1,50.5537025966711,0,1,100,1,1,1,8,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +919,122,12,12.73189,0,2,0,0.14476,0,1,50.5537025966711,0,1,100,1,1,1,12,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +920,122,18,18.67622,0,2,0,0.077275,0,1,50.5537025966711,0,1,100,1,1,1,18,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +921,122,23.9,24.63433,0,2,0,0.05,10,1,50.5537025966711,1,1,100,1,1,1,23.9,94.357,49.776,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +922,123,0,0,1,1,100,.,0,1,56.5623631486094,0,1,100,1,1,1,0,81.491,57.013,mg,Dosing,Hours,100 mg,Dosing,100 mg +923,123,0.1,0.0131,0,2,0,0.05,10,1,56.5623631486094,1,1,100,1,1,1,0.1,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +924,123,0.5,0.29813,0,2,0,0.41137,0,1,56.5623631486094,0,1,100,1,1,1,0.5,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +925,123,1,0.81341,0,2,0,1.2466,0,1,56.5623631486094,0,1,100,1,1,1,1,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +926,123,2,1.68078,0,2,0,0.67687,0,1,56.5623631486094,0,1,100,1,1,1,2,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +927,123,4,3.70704,0,2,0,0.54053,0,1,56.5623631486094,0,1,100,1,1,1,4,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +928,123,8,7.81287,0,2,0,0.22388,0,1,56.5623631486094,0,1,100,1,1,1,8,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +929,123,12,11.64694,0,2,0,0.15922,0,1,56.5623631486094,0,1,100,1,1,1,12,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +930,123,18,17.64373,0,2,0,0.085794,0,1,56.5623631486094,0,1,100,1,1,1,18,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +931,123,23.9,23.44087,0,2,0,0.058996,0,1,56.5623631486094,0,1,100,1,1,1,23.9,81.491,57.013,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +932,124,0,0,1,1,100,.,0,1,59.1686956140251,0,1,100,1,1,1,0,115.37,51.224,mg,Dosing,Hours,100 mg,Dosing,100 mg +933,124,0.1,0.05613,0,2,0,0.1857,0,1,59.1686956140251,0,1,100,1,1,1,0.1,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +934,124,0.5,0.49574,0,2,0,0.7842,0,1,59.1686956140251,0,1,100,1,1,1,0.5,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +935,124,1,1.0832,0,2,0,0.92287,0,1,59.1686956140251,0,1,100,1,1,1,1,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +936,124,2,2.10227,0,2,0,0.89822,0,1,59.1686956140251,0,1,100,1,1,1,2,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +937,124,4,4.03055,0,2,0,0.41685,0,1,59.1686956140251,0,1,100,1,1,1,4,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +938,124,8,7.89546,0,2,0,0.16721,0,1,59.1686956140251,0,1,100,1,1,1,8,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +939,124,12,11.90159,0,2,0,0.069434,0,1,59.1686956140251,0,1,100,1,1,1,12,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +940,124,18,17.6029,0,2,0,0.055867,0,1,59.1686956140251,0,1,100,1,1,1,18,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +941,124,23.9,23.35893,0,2,0,0.05,10,1,59.1686956140251,1,1,100,1,1,1,23.9,115.37,51.224,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +942,125,0,0,1,1,100,.,0,1,52.0639941051358,0,1,100,0,1,1,0,148.11,41.539,mg,Dosing,Hours,100 mg,Dosing,100 mg +943,125,0.1,0.1889,0,2,0,0.41915,0,1,52.0639941051358,0,1,100,0,1,1,0.1,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +944,125,0.5,0.6321,0,2,0,1.471,0,1,52.0639941051358,0,1,100,0,1,1,0.5,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +945,125,1,0.89093,0,2,0,0.82051,0,1,52.0639941051358,0,1,100,0,1,1,1,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +946,125,2,1.92556,0,2,0,1.0833,0,1,52.0639941051358,0,1,100,0,1,1,2,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +947,125,4,3.8166,0,2,0,0.51144,0,1,52.0639941051358,0,1,100,0,1,1,4,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +948,125,8,7.75314,0,2,0,0.28799,0,1,52.0639941051358,0,1,100,0,1,1,8,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +949,125,12,11.55812,0,2,0,0.14043,0,1,52.0639941051358,0,1,100,0,1,1,12,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +950,125,18,17.57979,0,2,0,0.12127,0,1,52.0639941051358,0,1,100,0,1,1,18,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +951,125,23.9,23.45039,0,2,0,0.10272,0,1,52.0639941051358,0,1,100,0,1,1,23.9,148.11,41.539,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +952,126,0,0,1,1,100,.,0,1,60.5194156081012,0,1,100,1,1,1,0,148.23,48.961,mg,Dosing,Hours,100 mg,Dosing,100 mg +953,126,0.1,0.23182,0,2,0,1.0148,0,1,60.5194156081012,0,1,100,1,1,1,0.1,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +954,126,0.5,0.73639,0,2,0,1.549,0,1,60.5194156081012,0,1,100,1,1,1,0.5,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +955,126,1,1.23017,0,2,0,1.4027,0,1,60.5194156081012,0,1,100,1,1,1,1,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +956,126,2,2.21826,0,2,0,1.2307,0,1,60.5194156081012,0,1,100,1,1,1,2,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +957,126,4,4.41202,0,2,0,0.37568,0,1,60.5194156081012,0,1,100,1,1,1,4,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +958,126,8,8.40353,0,2,0,0.14147,0,1,60.5194156081012,0,1,100,1,1,1,8,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +959,126,12,12.36955,0,2,0,0.078357,0,1,60.5194156081012,0,1,100,1,1,1,12,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +960,126,18,18.37572,0,2,0,0.05,10,1,60.5194156081012,1,1,100,1,1,1,18,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +961,126,23.9,24.31185,0,2,0,0.05,10,1,60.5194156081012,1,1,100,1,1,1,23.9,148.23,48.961,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +962,127,0,-1,0,1,100,0.05,100,1,63.2124698765476,1,1,100,1,1,1,0,133.16,42.732,mg,Dosing,Hours,100 mg,Pre-dose sample,100 mg +963,127,0,0,1,1,100,.,0,1,63.2124698765476,0,1,100,1,1,1,0,133.16,42.732,mg,Dosing,Hours,100 mg,Dosing,100 mg +964,127,0.1,0.18777,0,2,0,0.34041,0,1,63.2124698765476,0,1,100,1,1,1,0.1,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +965,127,0.5,0.59696,0,2,0,0.39846,0,1,63.2124698765476,0,1,100,1,1,1,0.5,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +966,127,1,0.93896,0,2,0,0.7696,0,1,63.2124698765476,0,1,100,1,1,1,1,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +967,127,2,1.90141,0,2,0,1.0476,0,1,63.2124698765476,0,1,100,1,1,1,2,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +968,127,4,3.96241,0,2,0,0.81882,0,1,63.2124698765476,0,1,100,1,1,1,4,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +969,127,8,7.98352,0,2,0,0.36466,0,1,63.2124698765476,0,1,100,1,1,1,8,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +970,127,12,12.00779,0,2,0,0.57353,0,1,63.2124698765476,0,1,100,1,1,1,12,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +971,127,18,17.96845,0,2,0,0.36034,0,1,63.2124698765476,0,1,100,1,1,1,18,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +972,127,23.9,23.97854,0,2,0,0.15444,0,1,63.2124698765476,0,1,100,1,1,1,23.9,133.16,42.732,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +973,128,0,0,1,1,100,.,0,1,29.2938863202486,0,1,100,1,1,1,0,82.14,49.704,mg,Dosing,Hours,100 mg,Dosing,100 mg +974,128,0.1,0.10903,0,2,0,0.34346,0,1,29.2938863202486,0,1,100,1,1,1,0.1,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +975,128,0.5,0.37668,0,2,0,0.50309,0,1,29.2938863202486,0,1,100,1,1,1,0.5,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +976,128,1,1.10004,0,2,0,0.05,10,1,29.2938863202486,1,1,100,1,1,1,1,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +977,128,2,2.05534,0,2,0,0.50655,0,1,29.2938863202486,0,1,100,1,1,1,2,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +978,128,4,4.18339,0,2,0,0.506,0,1,29.2938863202486,0,1,100,1,1,1,4,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +979,128,8,8.28691,0,2,0,0.1773,0,1,29.2938863202486,0,1,100,1,1,1,8,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +980,128,12,12.35063,0,2,0,0.14582,0,1,29.2938863202486,0,1,100,1,1,1,12,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +981,128,18,18.34426,0,2,0,0.10582,0,1,29.2938863202486,0,1,100,1,1,1,18,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +982,128,23.9,24.15493,0,2,0,0.051117,0,1,29.2938863202486,0,1,100,1,1,1,23.9,82.14,49.704,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +983,129,0,0,1,1,100,.,0,1,43.0307245704456,0,1,100,0,1,1,0,88.087,46.169,mg,Dosing,Hours,100 mg,Dosing,100 mg +984,129,0.1,0.08617,0,2,0,0.22265,0,1,43.0307245704456,0,1,100,0,1,1,0.1,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +985,129,0.5,0.44338,0,2,0,1.225,0,1,43.0307245704456,0,1,100,0,1,1,0.5,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +986,129,1,1.06052,0,2,0,1.0062,0,1,43.0307245704456,0,1,100,0,1,1,1,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +987,129,2,2.09687,0,2,0,1.2209,0,1,43.0307245704456,0,1,100,0,1,1,2,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +988,129,4,4.26499,0,2,0,0.49138,0,1,43.0307245704456,0,1,100,0,1,1,4,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +989,129,8,8.30062,0,2,0,0.20166,0,1,43.0307245704456,0,1,100,0,1,1,8,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +990,129,12,12.23473,0,2,0,0.12758,0,1,43.0307245704456,0,1,100,0,1,1,12,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +991,129,18,18.28327,0,2,0,0.05,10,1,43.0307245704456,1,1,100,0,1,1,18,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +992,129,23.9,24.19776,0,2,0,0.082743,0,1,43.0307245704456,0,1,100,0,1,1,23.9,88.087,46.169,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +993,130,0,0,1,1,100,.,0,1,73.9931103510253,0,1,100,1,1,1,0,142.17,49.395,mg,Dosing,Hours,100 mg,Dosing,100 mg +994,130,0.1,0.10784,0,2,0,0.20414,0,1,73.9931103510253,0,1,100,1,1,1,0.1,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +995,130,0.5,0.55724,0,2,0,1.0995,0,1,73.9931103510253,0,1,100,1,1,1,0.5,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +996,130,1,1.01875,0,2,0,1.223,0,1,73.9931103510253,0,1,100,1,1,1,1,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +997,130,2,2.17875,0,2,0,0.90808,0,1,73.9931103510253,0,1,100,1,1,1,2,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +998,130,4,4.17916,0,2,0,0.47622,0,1,73.9931103510253,0,1,100,1,1,1,4,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +999,130,8,8.22032,0,2,0,0.19057,0,1,73.9931103510253,0,1,100,1,1,1,8,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1000,130,12,12.20681,0,2,0,0.10859,0,1,73.9931103510253,0,1,100,1,1,1,12,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1001,130,18,18.20915,0,2,0,0.072627,0,1,73.9931103510253,0,1,100,1,1,1,18,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1002,130,23.9,24.14748,0,2,0,0.06644,0,1,73.9931103510253,0,1,100,1,1,1,23.9,142.17,49.395,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1003,131,0,0,1,1,100,.,0,1,46.8081841199536,0,1,100,0,1,1,0,117.81,57.872,mg,Dosing,Hours,100 mg,Dosing,100 mg +1004,131,0.1,0.06525,0,2,0,0.10842,0,1,46.8081841199536,0,1,100,0,1,1,0.1,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1005,131,0.5,0.60693,0,2,0,0.70543,0,1,46.8081841199536,0,1,100,0,1,1,0.5,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1006,131,1,1.24625,0,2,0,0.93462,0,1,46.8081841199536,0,1,100,0,1,1,1,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1007,131,2,2.33725,0,2,0,0.5656,0,1,46.8081841199536,0,1,100,0,1,1,2,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1008,131,4,4.46475,0,2,0,0.3613,0,1,46.8081841199536,0,1,100,0,1,1,4,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1009,131,8,8.50021,0,2,0,0.5074,0,1,46.8081841199536,0,1,100,0,1,1,8,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1010,131,12,12.56454,0,2,0,0.2947,0,1,46.8081841199536,0,1,100,0,1,1,12,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1011,131,18,18.61659,0,2,0,0.20718,0,1,46.8081841199536,0,1,100,0,1,1,18,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1012,131,23.9,24.59006,0,2,0,0.14904,0,1,46.8081841199536,0,1,100,0,1,1,23.9,117.81,57.872,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1013,132,0,0,1,1,100,.,0,1,57.9118245180486,0,1,100,0,1,1,0,132.71,42.86,mg,Dosing,Hours,100 mg,Dosing,100 mg +1014,132,0.1,0.02435,0,2,0,0.05,10,1,57.9118245180486,1,1,100,0,1,1,0.1,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1015,132,0.5,0.25036,0,2,0,0.59209,0,1,57.9118245180486,0,1,100,0,1,1,0.5,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1016,132,1,0.83021,0,2,0,0.60356,0,1,57.9118245180486,0,1,100,0,1,1,1,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1017,132,2,1.87566,0,2,0,1.2145,0,1,57.9118245180486,0,1,100,0,1,1,2,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1018,132,4,3.83298,0,2,0,0.83265,0,1,57.9118245180486,0,1,100,0,1,1,4,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1019,132,8,7.93783,0,2,0,0.2664,0,1,57.9118245180486,0,1,100,0,1,1,8,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1020,132,12,12.06453,0,2,0,0.16666,0,1,57.9118245180486,0,1,100,0,1,1,12,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1021,132,18,18.20487,0,2,0,0.25914,0,1,57.9118245180486,0,1,100,0,1,1,18,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1022,132,23.9,23.89055,0,2,0,0.11592,0,1,57.9118245180486,0,1,100,0,1,1,23.9,132.71,42.86,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1023,133,0,0,1,1,100,.,0,1,70.3282862311269,0,1,100,1,1,1,0,114.95,40.94,mg,Dosing,Hours,100 mg,Dosing,100 mg +1024,133,0.1,0.20858,0,2,0,0.50708,0,1,70.3282862311269,0,1,100,1,1,1,0.1,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1025,133,0.5,0.7636,0,2,0,0.34099,0,1,70.3282862311269,0,1,100,1,1,1,0.5,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1026,133,1,1.33656,0,2,0,1.0052,0,1,70.3282862311269,0,1,100,1,1,1,1,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1027,133,2,2.37416,0,2,0,0.62231,0,1,70.3282862311269,0,1,100,1,1,1,2,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1028,133,4,4.26803,0,2,0,0.43169,0,1,70.3282862311269,0,1,100,1,1,1,4,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1029,133,8,8.52534,0,2,0,0.086021,0,1,70.3282862311269,0,1,100,1,1,1,8,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1030,133,12,12.6719,0,2,0,0.096522,0,1,70.3282862311269,0,1,100,1,1,1,12,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1031,133,18,18.53046,0,2,0,0.05,10,1,70.3282862311269,1,1,100,1,1,1,18,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1032,133,23.9,24.31325,0,2,0,0.05,10,1,70.3282862311269,1,1,100,1,1,1,23.9,114.95,40.94,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1033,134,0,0,1,1,100,.,0,1,11.0203290201311,0,1,100,0,1,1,0,145.1,54.023,mg,Dosing,Hours,100 mg,Dosing,100 mg +1034,134,0.1,0.03785,0,2,0,0.39571,0,1,11.0203290201311,0,1,100,0,1,1,0.1,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1035,134,0.5,0.49883,0,2,0,2.5462,0,1,11.0203290201311,0,1,100,0,1,1,0.5,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1036,134,1,0.95254,0,2,0,2.3899,0,1,11.0203290201311,0,1,100,0,1,1,1,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1037,134,2,1.97366,0,2,0,1.102,0,1,11.0203290201311,0,1,100,0,1,1,2,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1038,134,4,3.95461,0,2,0,0.20535,0,1,11.0203290201311,0,1,100,0,1,1,4,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1039,134,8,8.02448,0,2,0,0.05,10,1,11.0203290201311,1,1,100,0,1,1,8,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1040,134,12,11.86952,0,2,0,0.05,10,1,11.0203290201311,1,1,100,0,1,1,12,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1041,134,18,17.84903,0,2,0,0.05,10,1,11.0203290201311,1,1,100,0,1,1,18,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1042,134,23.9,23.68013,0,2,0,0.05,10,1,11.0203290201311,1,1,100,0,1,1,23.9,145.1,54.023,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1043,135,0,0,1,1,100,.,0,1,62.0925617487887,0,1,100,0,1,1,0,117.55,55.676,mg,Dosing,Hours,100 mg,Dosing,100 mg +1044,135,0.1,0.08542,0,2,0,0.25568,0,1,62.0925617487887,0,1,100,0,1,1,0.1,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1045,135,0.5,0.53272,0,2,0,1.5695,0,1,62.0925617487887,0,1,100,0,1,1,0.5,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1046,135,1,1.16429,0,2,0,1.9076,0,1,62.0925617487887,0,1,100,0,1,1,1,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1047,135,2,2.21235,0,2,0,0.85755,0,1,62.0925617487887,0,1,100,0,1,1,2,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1048,135,4,4.43508,0,2,0,0.4243,0,1,62.0925617487887,0,1,100,0,1,1,4,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1049,135,8,8.30293,0,2,0,0.13399,0,1,62.0925617487887,0,1,100,0,1,1,8,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1050,135,12,12.27659,0,2,0,0.071772,0,1,62.0925617487887,0,1,100,0,1,1,12,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1051,135,18,18.15867,0,2,0,0.05,10,1,62.0925617487887,1,1,100,0,1,1,18,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1052,135,23.9,24.0245,0,2,0,0.05,10,1,62.0925617487887,1,1,100,0,1,1,23.9,117.55,55.676,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1053,136,0,0,1,1,100,.,0,1,54.168092761982,0,1,100,1,1,1,0,117.82,45.134,mg,Dosing,Hours,100 mg,Dosing,100 mg +1054,136,0.1,0.01504,0,2,0,0.05,10,1,54.168092761982,1,1,100,1,1,1,0.1,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1055,136,0.5,0.31737,0,2,0,0.22903,0,1,54.168092761982,0,1,100,1,1,1,0.5,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1056,136,1,0.89851,0,2,0,0.18807,0,1,54.168092761982,0,1,100,1,1,1,1,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1057,136,2,2.02535,0,2,0,0.59639,0,1,54.168092761982,0,1,100,1,1,1,2,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1058,136,4,3.96587,0,2,0,0.49141,0,1,54.168092761982,0,1,100,1,1,1,4,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1059,136,8,8.04832,0,2,0,0.13606,0,1,54.168092761982,0,1,100,1,1,1,8,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1060,136,12,11.99572,0,2,0,0.23184,0,1,54.168092761982,0,1,100,1,1,1,12,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1061,136,18,18.05023,0,2,0,0.12708,0,1,54.168092761982,0,1,100,1,1,1,18,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1062,136,23.9,23.92879,0,2,0,0.081048,0,1,54.168092761982,0,1,100,1,1,1,23.9,117.82,45.134,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1063,137,0,0,1,1,100,.,0,1,72.4196997595189,0,1,100,0,1,1,0,133.54,45.305,mg,Dosing,Hours,100 mg,Dosing,100 mg +1064,137,0.1,0.00341,0,2,0,0.05,10,1,72.4196997595189,1,1,100,0,1,1,0.1,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1065,137,0.5,0.4741,0,2,0,1.4297,0,1,72.4196997595189,0,1,100,0,1,1,0.5,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1066,137,1,0.93049,0,2,0,1.2515,0,1,72.4196997595189,0,1,100,0,1,1,1,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1067,137,2,1.99821,0,2,0,0.67263,0,1,72.4196997595189,0,1,100,0,1,1,2,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1068,137,4,4.07759,0,2,0,0.13437,0,1,72.4196997595189,0,1,100,0,1,1,4,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1069,137,8,8.2429,0,2,0,0.05,10,1,72.4196997595189,1,1,100,0,1,1,8,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1070,137,12,12.21223,0,2,0,0.05,10,1,72.4196997595189,1,1,100,0,1,1,12,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1071,137,18,18.24101,0,2,0,0.05,10,1,72.4196997595189,1,1,100,0,1,1,18,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1072,137,23.9,23.94669,0,2,0,0.05,10,1,72.4196997595189,1,1,100,0,1,1,23.9,133.54,45.305,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1073,138,0,0,1,1,100,.,0,1,57.7080791660655,0,1,100,0,1,1,0,119.45,49.917,mg,Dosing,Hours,100 mg,Dosing,100 mg +1074,138,0.1,0.13795,0,2,0,0.24091,0,1,57.7080791660655,0,1,100,0,1,1,0.1,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1075,138,0.5,0.36047,0,2,0,0.48955,0,1,57.7080791660655,0,1,100,0,1,1,0.5,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1076,138,1,0.68176,0,2,0,0.30215,0,1,57.7080791660655,0,1,100,0,1,1,1,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1077,138,2,1.78665,0,2,0,0.38199,0,1,57.7080791660655,0,1,100,0,1,1,2,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1078,138,4,3.71022,0,2,0,0.59584,0,1,57.7080791660655,0,1,100,0,1,1,4,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1079,138,8,7.7618,0,2,0,0.2673,0,1,57.7080791660655,0,1,100,0,1,1,8,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1080,138,12,11.85768,0,2,0,0.15323,0,1,57.7080791660655,0,1,100,0,1,1,12,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1081,138,18,17.81683,0,2,0,0.05,10,1,57.7080791660655,1,1,100,0,1,1,18,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1082,138,23.9,23.64434,0,2,0,0.050694,0,1,57.7080791660655,0,1,100,0,1,1,23.9,119.45,49.917,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1083,139,0,0,1,1,100,.,0,1,36.7078637060399,0,1,100,0,1,1,0,149.55,43.93,mg,Dosing,Hours,100 mg,Dosing,100 mg +1084,139,0.1,0.11935,0,2,0,0.13044,0,1,36.7078637060399,0,1,100,0,1,1,0.1,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1085,139,0.5,0.74874,0,2,0,1.1848,0,1,36.7078637060399,0,1,100,0,1,1,0.5,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1086,139,1,1.26737,0,2,0,0.99824,0,1,36.7078637060399,0,1,100,0,1,1,1,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1087,139,2,2.17323,0,2,0,0.5132,0,1,36.7078637060399,0,1,100,0,1,1,2,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1088,139,4,4.0988,0,2,0,0.77474,0,1,36.7078637060399,0,1,100,0,1,1,4,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1089,139,8,8.0386,0,2,0,0.54534,0,1,36.7078637060399,0,1,100,0,1,1,8,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1090,139,12,12.13104,0,2,0,0.34551,0,1,36.7078637060399,0,1,100,0,1,1,12,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1091,139,18,18.1378,0,2,0,0.22989,0,1,36.7078637060399,0,1,100,0,1,1,18,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1092,139,23.9,24.1653,0,2,0,0.17264,0,1,36.7078637060399,0,1,100,0,1,1,23.9,149.55,43.93,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1093,140,0,0,1,1,100,.,0,1,61.3188150323093,0,1,100,1,1,1,0,112.98,48.596,mg,Dosing,Hours,100 mg,Dosing,100 mg +1094,140,0.1,0.12065,0,2,0,0.48014,0,1,61.3188150323093,0,1,100,1,1,1,0.1,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1095,140,0.5,0.37391,0,2,0,1.0441,0,1,61.3188150323093,0,1,100,1,1,1,0.5,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1096,140,1,0.91144,0,2,0,1.7247,0,1,61.3188150323093,0,1,100,1,1,1,1,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1097,140,2,1.97955,0,2,0,1.2431,0,1,61.3188150323093,0,1,100,1,1,1,2,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1098,140,4,4.02434,0,2,0,0.65988,0,1,61.3188150323093,0,1,100,1,1,1,4,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1099,140,8,7.88383,0,2,0,0.087931,0,1,61.3188150323093,0,1,100,1,1,1,8,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1100,140,12,11.66059,0,2,0,0.056272,0,1,61.3188150323093,0,1,100,1,1,1,12,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1101,140,18,17.67095,0,2,0,0.05,10,1,61.3188150323093,1,1,100,1,1,1,18,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1102,140,23.9,23.46669,0,2,0,0.061525,0,1,61.3188150323093,0,1,100,1,1,1,23.9,112.98,48.596,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1103,141,0,0,1,1,100,.,0,1,34.9522724236597,0,1,100,1,1,1,0,130.2,44.755,mg,Dosing,Hours,100 mg,Dosing,100 mg +1104,141,0.1,0.08127,0,2,0,0.058082,0,1,34.9522724236597,0,1,100,1,1,1,0.1,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1105,141,0.5,0.63093,0,2,0,0.3519,0,1,34.9522724236597,0,1,100,1,1,1,0.5,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1106,141,1,1.09728,0,2,0,0.66682,0,1,34.9522724236597,0,1,100,1,1,1,1,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1107,141,2,1.95857,0,2,0,0.61891,0,1,34.9522724236597,0,1,100,1,1,1,2,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1108,141,4,3.83992,0,2,0,0.35109,0,1,34.9522724236597,0,1,100,1,1,1,4,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1109,141,8,7.96776,0,2,0,0.36045,0,1,34.9522724236597,0,1,100,1,1,1,8,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1110,141,12,11.84305,0,2,0,0.27661,0,1,34.9522724236597,0,1,100,1,1,1,12,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1111,141,18,17.82111,0,2,0,0.088328,0,1,34.9522724236597,0,1,100,1,1,1,18,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1112,141,23.9,23.58646,0,2,0,0.12003,0,1,34.9522724236597,0,1,100,1,1,1,23.9,130.2,44.755,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1113,142,0,0,1,1,100,.,0,1,71.377558374228,0,1,100,1,1,1,0,147.08,50.895,mg,Dosing,Hours,100 mg,Dosing,100 mg +1114,142,0.1,0.11556,0,2,0,0.34291,0,1,71.377558374228,0,1,100,1,1,1,0.1,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1115,142,0.5,0.61299,0,2,0,0.78393,0,1,71.377558374228,0,1,100,1,1,1,0.5,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1116,142,1,1.04675,0,2,0,0.64487,0,1,71.377558374228,0,1,100,1,1,1,1,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1117,142,2,2.05587,0,2,0,0.42881,0,1,71.377558374228,0,1,100,1,1,1,2,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1118,142,4,4.12854,0,2,0,0.45885,0,1,71.377558374228,0,1,100,1,1,1,4,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1119,142,8,8.16552,0,2,0,0.10179,0,1,71.377558374228,0,1,100,1,1,1,8,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1120,142,12,12.25528,0,2,0,0.05,10,1,71.377558374228,1,1,100,1,1,1,12,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1121,142,18,18.20174,0,2,0,0.05,10,1,71.377558374228,1,1,100,1,1,1,18,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1122,142,23.9,24.11167,0,2,0,0.05,10,1,71.377558374228,1,1,100,1,1,1,23.9,147.08,50.895,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1123,143,0,0,1,1,100,.,0,1,74.9434428981093,0,1,100,0,1,1,0,96.265,43.053,mg,Dosing,Hours,100 mg,Dosing,100 mg +1124,143,0.1,0.2472,0,2,0,0.46146,0,1,74.9434428981093,0,1,100,0,1,1,0.1,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1125,143,0.5,0.64365,0,2,0,1.0795,0,1,74.9434428981093,0,1,100,0,1,1,0.5,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1126,143,1,1.08398,0,2,0,0.8845,0,1,74.9434428981093,0,1,100,0,1,1,1,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1127,143,2,2.24596,0,2,0,0.72992,0,1,74.9434428981093,0,1,100,0,1,1,2,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1128,143,4,4.19652,0,2,0,0.84376,0,1,74.9434428981093,0,1,100,0,1,1,4,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1129,143,8,8.19752,0,2,0,0.19466,0,1,74.9434428981093,0,1,100,0,1,1,8,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1130,143,12,12.1493,0,2,0,0.20568,0,1,74.9434428981093,0,1,100,0,1,1,12,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1131,143,18,17.98408,0,2,0,0.24472,0,1,74.9434428981093,0,1,100,0,1,1,18,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1132,143,23.9,23.81243,0,2,0,0.071495,0,1,74.9434428981093,0,1,100,0,1,1,23.9,96.265,43.053,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1133,144,0,0,1,1,100,.,0,1,27.199437340551,0,1,100,0,1,1,0,132.65,51.302,mg,Dosing,Hours,100 mg,Dosing,100 mg +1134,144,0.1,0.00219,0,2,0,0.05,10,1,27.199437340551,1,1,100,0,1,1,0.1,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1135,144,0.5,0.3226,0,2,0,0.80283,0,1,27.199437340551,0,1,100,0,1,1,0.5,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1136,144,1,0.99943,0,2,0,0.93731,0,1,27.199437340551,0,1,100,0,1,1,1,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1137,144,2,2.04845,0,2,0,0.98166,0,1,27.199437340551,0,1,100,0,1,1,2,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1138,144,4,3.98669,0,2,0,0.9866,0,1,27.199437340551,0,1,100,0,1,1,4,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1139,144,8,8.04383,0,2,0,0.41168,0,1,27.199437340551,0,1,100,0,1,1,8,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1140,144,12,12.0087,0,2,0,0.16314,0,1,27.199437340551,0,1,100,0,1,1,12,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1141,144,18,18.02461,0,2,0,0.11644,0,1,27.199437340551,0,1,100,0,1,1,18,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1142,144,23.9,23.95817,0,2,0,0.087158,0,1,27.199437340551,0,1,100,0,1,1,23.9,132.65,51.302,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1143,145,0,0,1,1,100,.,0,1,39.901107837975,0,1,100,1,1,1,0,118.27,50.193,mg,Dosing,Hours,100 mg,Dosing,100 mg +1144,145,0.1,0.18951,0,2,0,0.86934,0,1,39.901107837975,0,1,100,1,1,1,0.1,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1145,145,0.5,0.6931,0,2,0,0.78567,0,1,39.901107837975,0,1,100,1,1,1,0.5,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1146,145,1,1.1848,0,2,0,1.5619,0,1,39.901107837975,0,1,100,1,1,1,1,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1147,145,2,2.24289,0,2,0,0.91571,0,1,39.901107837975,0,1,100,1,1,1,2,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1148,145,4,4.09429,0,2,0,0.592,0,1,39.901107837975,0,1,100,1,1,1,4,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1149,145,8,8.14669,0,2,0,0.18289,0,1,39.901107837975,0,1,100,1,1,1,8,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1150,145,12,12.18151,0,2,0,0.14008,0,1,39.901107837975,0,1,100,1,1,1,12,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1151,145,18,18.25235,0,2,0,0.057276,0,1,39.901107837975,0,1,100,1,1,1,18,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1152,145,23.9,24.19293,0,2,0,0.05,10,1,39.901107837975,1,1,100,1,1,1,23.9,118.27,50.193,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1153,146,0,0,1,1,100,.,0,1,68.4803114297453,0,1,100,0,1,1,0,114.6,56.089,mg,Dosing,Hours,100 mg,Dosing,100 mg +1154,146,0.1,0.00883,0,2,0,0.05,10,1,68.4803114297453,1,1,100,0,1,1,0.1,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1155,146,0.5,0.51378,0,2,0,1.3488,0,1,68.4803114297453,0,1,100,0,1,1,0.5,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1156,146,1,1.12244,0,2,0,1.0658,0,1,68.4803114297453,0,1,100,0,1,1,1,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1157,146,2,2.42728,0,2,0,0.98735,0,1,68.4803114297453,0,1,100,0,1,1,2,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1158,146,4,4.50223,0,2,0,0.56562,0,1,68.4803114297453,0,1,100,0,1,1,4,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1159,146,8,8.68805,0,2,0,0.25547,0,1,68.4803114297453,0,1,100,0,1,1,8,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1160,146,12,12.5708,0,2,0,0.05,10,1,68.4803114297453,1,1,100,0,1,1,12,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1161,146,18,18.42098,0,2,0,0.080083,0,1,68.4803114297453,0,1,100,0,1,1,18,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1162,146,23.9,24.23604,0,2,0,0.059898,0,1,68.4803114297453,0,1,100,0,1,1,23.9,114.6,56.089,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1163,147,0,0,1,1,100,.,0,1,77.7608620496486,0,1,100,1,1,1,0,141.93,54.312,mg,Dosing,Hours,100 mg,Dosing,100 mg +1164,147,0.1,0.07275,0,2,0,0.12135,0,1,77.7608620496486,0,1,100,1,1,1,0.1,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1165,147,0.5,0.63052,0,2,0,0.68703,0,1,77.7608620496486,0,1,100,1,1,1,0.5,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1166,147,1,1.08854,0,2,0,0.9712,0,1,77.7608620496486,0,1,100,1,1,1,1,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1167,147,2,2.2156,0,2,0,0.74951,0,1,77.7608620496486,0,1,100,1,1,1,2,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1168,147,4,4.30067,0,2,0,0.41213,0,1,77.7608620496486,0,1,100,1,1,1,4,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1169,147,8,8.22436,0,2,0,0.20816,0,1,77.7608620496486,0,1,100,1,1,1,8,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1170,147,12,12.22472,0,2,0,0.10605,0,1,77.7608620496486,0,1,100,1,1,1,12,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1171,147,18,18.0997,0,2,0,0.073984,0,1,77.7608620496486,0,1,100,1,1,1,18,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1172,147,23.9,24.01103,0,2,0,0.05,10,1,77.7608620496486,1,1,100,1,1,1,23.9,141.93,54.312,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1173,148,0,0,1,1,100,.,0,1,57.8820931940812,0,1,100,1,1,1,0,99.604,44.034,mg,Dosing,Hours,100 mg,Dosing,100 mg +1174,148,0.1,0.04657,0,2,0,0.11386,0,1,57.8820931940812,0,1,100,1,1,1,0.1,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1175,148,0.5,0.45304,0,2,0,0.86092,0,1,57.8820931940812,0,1,100,1,1,1,0.5,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1176,148,1,1.03405,0,2,0,1.0481,0,1,57.8820931940812,0,1,100,1,1,1,1,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1177,148,2,2.05094,0,2,0,0.71287,0,1,57.8820931940812,0,1,100,1,1,1,2,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1178,148,4,4.12433,0,2,0,0.74046,0,1,57.8820931940812,0,1,100,1,1,1,4,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1179,148,8,8.1336,0,2,0,0.22677,0,1,57.8820931940812,0,1,100,1,1,1,8,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1180,148,12,12.2055,0,2,0,0.10657,0,1,57.8820931940812,0,1,100,1,1,1,12,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1181,148,18,18.22628,0,2,0,0.096279,0,1,57.8820931940812,0,1,100,1,1,1,18,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1182,148,23.9,24.21476,0,2,0,0.10883,0,1,57.8820931940812,0,1,100,1,1,1,23.9,99.604,44.034,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1183,149,0,0,1,1,100,.,0,1,68.5251750176121,0,1,100,1,1,1,0,111.11,55.695,mg,Dosing,Hours,100 mg,Dosing,100 mg +1184,149,0.1,0.00404,0,2,0,0.05,10,1,68.5251750176121,1,1,100,1,1,1,0.1,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1185,149,0.5,0.37387,0,2,0,1.0591,0,1,68.5251750176121,0,1,100,1,1,1,0.5,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1186,149,1,1.01969,0,2,0,1.3481,0,1,68.5251750176121,0,1,100,1,1,1,1,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1187,149,2,1.91426,0,2,0,0.963,0,1,68.5251750176121,0,1,100,1,1,1,2,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1188,149,4,3.82873,0,2,0,0.2248,0,1,68.5251750176121,0,1,100,1,1,1,4,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1189,149,8,7.7242,0,2,0,0.075842,0,1,68.5251750176121,0,1,100,1,1,1,8,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1190,149,12,11.81292,0,2,0,0.060947,0,1,68.5251750176121,0,1,100,1,1,1,12,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1191,149,18,18.00095,0,2,0,0.052488,0,1,68.5251750176121,0,1,100,1,1,1,18,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1192,149,23.9,23.77036,0,2,0,0.05,10,1,68.5251750176121,1,1,100,1,1,1,23.9,111.11,55.695,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1193,150,0,0,1,1,100,.,0,1,63.8068695753632,0,1,100,1,1,1,0,111.82,55.035,mg,Dosing,Hours,100 mg,Dosing,100 mg +1194,150,0.1,0.11851,0,2,0,0.19802,0,1,63.8068695753632,0,1,100,1,1,1,0.1,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1195,150,0.5,0.64282,0,2,0,0.9141,0,1,63.8068695753632,0,1,100,1,1,1,0.5,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1196,150,1,1.03876,0,2,0,0.8266,0,1,63.8068695753632,0,1,100,1,1,1,1,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1197,150,2,2.15224,0,2,0,0.65961,0,1,63.8068695753632,0,1,100,1,1,1,2,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1198,150,4,4.2897,0,2,0,0.20174,0,1,63.8068695753632,0,1,100,1,1,1,4,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1199,150,8,8.39132,0,2,0,0.10097,0,1,63.8068695753632,0,1,100,1,1,1,8,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Analysis set,100 mg +1200,150,12,12.51302,0,2,0,0.05,10,1,63.8068695753632,1,1,100,1,1,1,12,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1201,150,18,18.41193,0,2,0,0.05,10,1,63.8068695753632,1,1,100,1,1,1,18,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1202,150,23.9,24.28779,0,2,0,0.05,10,1,63.8068695753632,1,1,100,1,1,1,23.9,111.82,55.035,ng/mL,PK Concentration,Hours,100 mg,Below LLOQ,100 mg +1203,151,0,0,1,1,300,.,0,1,28.8975853673408,0,1,300,0,1,1,0,88.319,53.035,mg,Dosing,Hours,300 mg,Dosing,300 mg +1204,151,0.1,0.05808,0,2,0,0.2431,0,1,28.8975853673408,0,1,300,0,1,1,0.1,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1205,151,0.5,0.46598,0,2,0,1.7919,0,1,28.8975853673408,0,1,300,0,1,1,0.5,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1206,151,1,1.12106,0,2,0,2.7321,0,1,28.8975853673408,0,1,300,0,1,1,1,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1207,151,2,2.22422,0,2,0,3.0981,0,1,28.8975853673408,0,1,300,0,1,1,2,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1208,151,4,4.23104,0,2,0,2.5527,0,1,28.8975853673408,0,1,300,0,1,1,4,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1209,151,8,8.16116,0,2,0,2.3443,0,1,28.8975853673408,0,1,300,0,1,1,8,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1210,151,12,12.06316,0,2,0,1.088,0,1,28.8975853673408,0,1,300,0,1,1,12,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1211,151,18,18.12033,0,2,0,0.62808,0,1,28.8975853673408,0,1,300,0,1,1,18,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1212,151,23.9,24.00293,0,2,0,0.7403,0,1,28.8975853673408,0,1,300,0,1,1,23.9,88.319,53.035,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1213,152,0,0,1,1,300,.,0,1,53.6872286594413,0,1,300,1,1,1,0,121.32,47.391,mg,Dosing,Hours,300 mg,Dosing,300 mg +1214,152,0.1,0.09154,0,2,0,0.636,0,1,53.6872286594413,0,1,300,1,1,1,0.1,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1215,152,0.5,0.27913,0,2,0,1.363,0,1,53.6872286594413,0,1,300,1,1,1,0.5,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1216,152,1,0.8843,0,2,0,2.1548,0,1,53.6872286594413,0,1,300,1,1,1,1,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1217,152,2,1.8801,0,2,0,1.7368,0,1,53.6872286594413,0,1,300,1,1,1,2,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1218,152,4,3.94207,0,2,0,2.5683,0,1,53.6872286594413,0,1,300,1,1,1,4,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1219,152,8,8.10449,0,2,0,1.1512,0,1,53.6872286594413,0,1,300,1,1,1,8,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1220,152,12,12.05548,0,2,0,0.24278,0,1,53.6872286594413,0,1,300,1,1,1,12,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1221,152,18,18.04964,0,2,0,0.36915,0,1,53.6872286594413,0,1,300,1,1,1,18,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1222,152,23.9,23.92381,0,2,0,0.1958,0,1,53.6872286594413,0,1,300,1,1,1,23.9,121.32,47.391,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1223,153,0,0,1,1,300,.,0,1,29.9403463792697,0,1,300,1,1,1,0,93.475,56.259,mg,Dosing,Hours,300 mg,Dosing,300 mg +1224,153,0.1,0.17939,0,2,0,1.7858,0,1,29.9403463792697,0,1,300,1,1,1,0.1,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1225,153,0.5,0.43599,0,2,0,5.3732,0,1,29.9403463792697,0,1,300,1,1,1,0.5,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1226,153,1,0.9012,0,2,0,5.974,0,1,29.9403463792697,0,1,300,1,1,1,1,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1227,153,2,1.89762,0,2,0,3.2298,0,1,29.9403463792697,0,1,300,1,1,1,2,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1228,153,4,3.88083,0,2,0,0.27755,0,1,29.9403463792697,0,1,300,1,1,1,4,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1229,153,8,7.80954,0,2,0,0.10177,0,1,29.9403463792697,0,1,300,1,1,1,8,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1230,153,12,11.7826,0,2,0,0.097033,0,1,29.9403463792697,0,1,300,1,1,1,12,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1231,153,18,17.77755,0,2,0,0.05,10,1,29.9403463792697,1,1,300,1,1,1,18,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1232,153,23.9,23.68338,0,2,0,0.055788,0,1,29.9403463792697,0,1,300,1,1,1,23.9,93.475,56.259,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1233,154,0,0,1,1,300,.,0,1,61.2885496453215,0,1,300,1,1,1,0,147.68,52.824,mg,Dosing,Hours,300 mg,Dosing,300 mg +1234,154,0.1,0.01983,0,2,0,0.16514,0,1,61.2885496453215,0,1,300,1,1,1,0.1,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1235,154,0.5,0.42866,0,2,0,2.0102,0,1,61.2885496453215,0,1,300,1,1,1,0.5,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1236,154,1,0.96303,0,2,0,1.5604,0,1,61.2885496453215,0,1,300,1,1,1,1,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1237,154,2,1.97224,0,2,0,1.9812,0,1,61.2885496453215,0,1,300,1,1,1,2,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1238,154,4,3.9528,0,2,0,1.5568,0,1,61.2885496453215,0,1,300,1,1,1,4,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1239,154,8,8.01773,0,2,0,0.91672,0,1,61.2885496453215,0,1,300,1,1,1,8,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1240,154,12,11.86096,0,2,0,0.34248,0,1,61.2885496453215,0,1,300,1,1,1,12,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1241,154,18,17.94781,0,2,0,0.34077,0,1,61.2885496453215,0,1,300,1,1,1,18,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1242,154,23.9,24.0585,0,2,0,0.33168,0,1,61.2885496453215,0,1,300,1,1,1,23.9,147.68,52.824,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1243,155,0,0,1,1,300,.,0,1,95.8266090174371,0,1,300,1,1,1,0,96.953,58.3,mg,Dosing,Hours,300 mg,Dosing,300 mg +1244,155,0.1,0.05248,0,2,0,0.42032,0,1,95.8266090174371,0,1,300,1,1,1,0.1,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1245,155,0.5,0.47745,0,2,0,1.2634,0,1,95.8266090174371,0,1,300,1,1,1,0.5,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1246,155,1,0.89358,0,2,0,2.1585,0,1,95.8266090174371,0,1,300,1,1,1,1,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1247,155,2,1.90493,0,2,0,2.2313,0,1,95.8266090174371,0,1,300,1,1,1,2,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1248,155,4,3.86393,0,2,0,1.553,0,1,95.8266090174371,0,1,300,1,1,1,4,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1249,155,8,7.76924,0,2,0,0.46178,0,1,95.8266090174371,0,1,300,1,1,1,8,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1250,155,12,11.82121,0,2,0,0.39662,0,1,95.8266090174371,0,1,300,1,1,1,12,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1251,155,18,17.86484,0,2,0,0.14573,0,1,95.8266090174371,0,1,300,1,1,1,18,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1252,155,23.9,23.68733,0,2,0,0.1088,0,1,95.8266090174371,0,1,300,1,1,1,23.9,96.953,58.3,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1253,156,0,0,1,1,300,.,0,1,53.765894229566,0,1,300,1,1,1,0,140.81,46.16,mg,Dosing,Hours,300 mg,Dosing,300 mg +1254,156,0.1,0.01678,0,2,0,0.10738,0,1,53.765894229566,0,1,300,1,1,1,0.1,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1255,156,0.5,0.44035,0,2,0,1.9282,0,1,53.765894229566,0,1,300,1,1,1,0.5,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1256,156,1,0.73958,0,2,0,3.1695,0,1,53.765894229566,0,1,300,1,1,1,1,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1257,156,2,1.6682,0,2,0,2.76,0,1,53.765894229566,0,1,300,1,1,1,2,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1258,156,4,3.69548,0,2,0,0.81312,0,1,53.765894229566,0,1,300,1,1,1,4,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1259,156,8,7.51952,0,2,0,0.12258,0,1,53.765894229566,0,1,300,1,1,1,8,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1260,156,12,11.59314,0,2,0,0.05,10,1,53.765894229566,1,1,300,1,1,1,12,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1261,156,18,17.44298,0,2,0,0.05,10,1,53.765894229566,1,1,300,1,1,1,18,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1262,156,23.9,23.34926,0,2,0,0.05,10,1,53.765894229566,1,1,300,1,1,1,23.9,140.81,46.16,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1263,157,0,0,1,1,300,.,0,1,52.9840375478689,0,1,300,0,1,1,0,94.526,53.894,mg,Dosing,Hours,300 mg,Dosing,300 mg +1264,157,0.1,0.04052,0,2,0,0.63173,0,1,52.9840375478689,0,1,300,0,1,1,0.1,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1265,157,0.5,0.53874,0,2,0,5.553,0,1,52.9840375478689,0,1,300,0,1,1,0.5,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1266,157,1,1.11178,0,2,0,5.519,0,1,52.9840375478689,0,1,300,0,1,1,1,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1267,157,2,2.15046,0,2,0,1.8032,0,1,52.9840375478689,0,1,300,0,1,1,2,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1268,157,4,4.15631,0,2,0,2.2293,0,1,52.9840375478689,0,1,300,0,1,1,4,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1269,157,8,8.119,0,2,0,0.46981,0,1,52.9840375478689,0,1,300,0,1,1,8,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1270,157,12,12.05372,0,2,0,0.29599,0,1,52.9840375478689,0,1,300,0,1,1,12,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1271,157,18,18.0371,0,2,0,0.22859,0,1,52.9840375478689,0,1,300,0,1,1,18,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1272,157,23.9,23.83799,0,2,0,0.18399,0,1,52.9840375478689,0,1,300,0,1,1,23.9,94.526,53.894,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1273,158,0,0,1,1,300,.,0,1,25.893900936553,0,1,300,1,1,1,0,146.82,54.044,mg,Dosing,Hours,300 mg,Dosing,300 mg +1274,158,0.1,0.11663,0,2,0,0.60657,0,1,25.893900936553,0,1,300,1,1,1,0.1,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1275,158,0.5,0.54487,0,2,0,1.2839,0,1,25.893900936553,0,1,300,1,1,1,0.5,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1276,158,1,1.00365,0,2,0,4.0217,0,1,25.893900936553,0,1,300,1,1,1,1,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1277,158,2,2.03528,0,2,0,1.9996,0,1,25.893900936553,0,1,300,1,1,1,2,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1278,158,4,4.07918,0,2,0,2.6361,0,1,25.893900936553,0,1,300,1,1,1,4,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1279,158,8,8.04724,0,2,0,1.1642,0,1,25.893900936553,0,1,300,1,1,1,8,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1280,158,12,12.27588,0,2,0,0.36105,0,1,25.893900936553,0,1,300,1,1,1,12,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1281,158,18,18.17237,0,2,0,0.28669,0,1,25.893900936553,0,1,300,1,1,1,18,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1282,158,23.9,24.12485,0,2,0,0.22182,0,1,25.893900936553,0,1,300,1,1,1,23.9,146.82,54.044,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1283,159,0,0,1,1,300,.,0,1,89.6153754506757,0,1,300,0,1,1,0,145.53,55.699,mg,Dosing,Hours,300 mg,Dosing,300 mg +1284,159,0.1,0.21017,0,2,0,1.0539,0,1,89.6153754506757,0,1,300,0,1,1,0.1,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1285,159,0.5,0.63377,0,2,0,2.5788,0,1,89.6153754506757,0,1,300,0,1,1,0.5,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1286,159,1,1.25382,0,2,0,2.3282,0,1,89.6153754506757,0,1,300,0,1,1,1,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1287,159,2,2.2867,0,2,0,2.0515,0,1,89.6153754506757,0,1,300,0,1,1,2,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1288,159,4,4.24113,0,2,0,2.4871,0,1,89.6153754506757,0,1,300,0,1,1,4,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1289,159,8,8.34746,0,2,0,0.56674,0,1,89.6153754506757,0,1,300,0,1,1,8,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1290,159,12,12.36589,0,2,0,0.12666,0,1,89.6153754506757,0,1,300,0,1,1,12,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1291,159,18,18.31886,0,2,0,0.19183,0,1,89.6153754506757,0,1,300,0,1,1,18,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1292,159,23.9,24.25165,0,2,0,0.18005,0,1,89.6153754506757,0,1,300,0,1,1,23.9,145.53,55.699,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1293,160,0,0,1,1,300,.,0,1,40.3644454362342,0,1,300,0,1,1,0,127.4,50.455,mg,Dosing,Hours,300 mg,Dosing,300 mg +1294,160,0.1,0.10093,0,2,0,0.85598,0,1,40.3644454362342,0,1,300,0,1,1,0.1,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1295,160,0.5,0.48352,0,2,0,0.67873,0,1,40.3644454362342,0,1,300,0,1,1,0.5,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1296,160,1,0.99273,0,2,0,3.8656,0,1,40.3644454362342,0,1,300,0,1,1,1,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1297,160,2,2.0404,0,2,0,1.0407,0,1,40.3644454362342,0,1,300,0,1,1,2,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1298,160,4,4.2177,0,2,0,0.42043,0,1,40.3644454362342,0,1,300,0,1,1,4,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1299,160,8,8.1602,0,2,0,0.12314,0,1,40.3644454362342,0,1,300,0,1,1,8,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1300,160,12,12.16709,0,2,0,0.05,10,1,40.3644454362342,1,1,300,0,1,1,12,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1301,160,18,18.19368,0,2,0,0.05,10,1,40.3644454362342,1,1,300,0,1,1,18,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1302,160,23.9,24.13546,0,2,0,0.05,10,1,40.3644454362342,1,1,300,0,1,1,23.9,127.4,50.455,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1303,161,0,0,1,1,300,.,0,1,14.3130784070384,0,1,300,0,1,1,0,101.58,55.4,mg,Dosing,Hours,300 mg,Dosing,300 mg +1304,161,0.1,0.07593,0,2,0,1.5408,0,1,14.3130784070384,0,1,300,0,1,1,0.1,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1305,161,0.5,0.6443,0,2,0,3.1692,0,1,14.3130784070384,0,1,300,0,1,1,0.5,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1306,161,1,1.32621,0,2,0,2.5511,0,1,14.3130784070384,0,1,300,0,1,1,1,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1307,161,2,2.38455,0,2,0,3.2987,0,1,14.3130784070384,0,1,300,0,1,1,2,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1308,161,4,4.51302,0,2,0,1.428,0,1,14.3130784070384,0,1,300,0,1,1,4,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1309,161,8,8.52147,0,2,0,1.2534,0,1,14.3130784070384,0,1,300,0,1,1,8,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1310,161,12,12.55336,0,2,0,0.73797,0,1,14.3130784070384,0,1,300,0,1,1,12,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1311,161,18,18.69995,0,2,0,0.20865,0,1,14.3130784070384,0,1,300,0,1,1,18,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1312,161,23.9,24.58933,0,2,0,0.23023,0,1,14.3130784070384,0,1,300,0,1,1,23.9,101.58,55.4,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1313,162,0,0,1,1,300,.,0,1,40.0114376749588,0,1,300,1,1,1,0,102.62,59.111,mg,Dosing,Hours,300 mg,Dosing,300 mg +1314,162,0.1,0.24663,0,2,0,0.54414,0,1,40.0114376749588,0,1,300,1,1,1,0.1,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1315,162,0.5,0.83729,0,2,0,2.2678,0,1,40.0114376749588,0,1,300,1,1,1,0.5,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1316,162,1,1.34143,0,2,0,1.9784,0,1,40.0114376749588,0,1,300,1,1,1,1,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1317,162,2,2.32064,0,2,0,1.113,0,1,40.0114376749588,0,1,300,1,1,1,2,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1318,162,4,4.26278,0,2,0,0.54381,0,1,40.0114376749588,0,1,300,1,1,1,4,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1319,162,8,8.275,0,2,0,0.22436,0,1,40.0114376749588,0,1,300,1,1,1,8,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1320,162,12,12.25383,0,2,0,0.11733,0,1,40.0114376749588,0,1,300,1,1,1,12,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1321,162,18,18.27339,0,2,0,0.05,10,1,40.0114376749588,1,1,300,1,1,1,18,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1322,162,23.9,24.26335,0,2,0,0.05,10,1,40.0114376749588,1,1,300,1,1,1,23.9,102.62,59.111,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1323,163,0,0,1,1,300,.,0,1,95.8024322116248,0,1,300,1,1,1,0,85.221,41.015,mg,Dosing,Hours,300 mg,Dosing,300 mg +1324,163,0.1,0.10261,0,2,0,0.47157,0,1,95.8024322116248,0,1,300,1,1,1,0.1,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1325,163,0.5,0.48216,0,2,0,1.6759,0,1,95.8024322116248,0,1,300,1,1,1,0.5,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1326,163,1,0.90037,0,2,0,2.346,0,1,95.8024322116248,0,1,300,1,1,1,1,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1327,163,2,2.01815,0,2,0,1.3633,0,1,95.8024322116248,0,1,300,1,1,1,2,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1328,163,4,3.89578,0,2,0,0.54386,0,1,95.8024322116248,0,1,300,1,1,1,4,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1329,163,8,7.75968,0,2,0,0.36475,0,1,95.8024322116248,0,1,300,1,1,1,8,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1330,163,12,11.758,0,2,0,0.15013,0,1,95.8024322116248,0,1,300,1,1,1,12,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1331,163,18,17.89008,0,2,0,0.097114,0,1,95.8024322116248,0,1,300,1,1,1,18,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1332,163,23.9,23.64683,0,2,0,0.055928,0,1,95.8024322116248,0,1,300,1,1,1,23.9,85.221,41.015,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1333,164,0,0,1,1,300,.,0,1,49.2145058532885,0,1,300,1,1,1,0,84.974,54.064,mg,Dosing,Hours,300 mg,Dosing,300 mg +1334,164,0.1,0.09428,0,2,0,0.97813,0,1,49.2145058532885,0,1,300,1,1,1,0.1,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1335,164,0.5,0.49527,0,2,0,1.3451,0,1,49.2145058532885,0,1,300,1,1,1,0.5,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1336,164,1,1.07929,0,2,0,2.193,0,1,49.2145058532885,0,1,300,1,1,1,1,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1337,164,2,2.07899,0,2,0,4.3448,0,1,49.2145058532885,0,1,300,1,1,1,2,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1338,164,4,4.07953,0,2,0,1.7942,0,1,49.2145058532885,0,1,300,1,1,1,4,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1339,164,8,8.25342,0,2,0,0.23774,0,1,49.2145058532885,0,1,300,1,1,1,8,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1340,164,12,12.19512,0,2,0,0.56814,0,1,49.2145058532885,0,1,300,1,1,1,12,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1341,164,18,18.33182,0,2,0,0.23579,0,1,49.2145058532885,0,1,300,1,1,1,18,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1342,164,23.9,24.30466,0,2,0,0.27051,0,1,49.2145058532885,0,1,300,1,1,1,23.9,84.974,54.064,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1343,165,0,0,1,1,300,.,0,1,108.880261838171,0,1,300,1,1,1,0,124.23,53.337,mg,Dosing,Hours,300 mg,Dosing,300 mg +1344,165,0.1,0.14164,0,2,0,1.0447,0,1,108.880261838171,0,1,300,1,1,1,0.1,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1345,165,0.5,0.42175,0,2,0,3.276,0,1,108.880261838171,0,1,300,1,1,1,0.5,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1346,165,1,0.86104,0,2,0,1.0359,0,1,108.880261838171,0,1,300,1,1,1,1,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1347,165,2,1.88532,0,2,0,2.1682,0,1,108.880261838171,0,1,300,1,1,1,2,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1348,165,4,3.81433,0,2,0,0.20773,0,1,108.880261838171,0,1,300,1,1,1,4,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1349,165,8,7.85353,0,2,0,0.097537,0,1,108.880261838171,0,1,300,1,1,1,8,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1350,165,12,11.93321,0,2,0,0.05021,0,1,108.880261838171,0,1,300,1,1,1,12,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1351,165,18,18.02515,0,2,0,0.05,10,1,108.880261838171,1,1,300,1,1,1,18,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1352,165,23.9,23.89279,0,2,0,0.05,10,1,108.880261838171,1,1,300,1,1,1,23.9,124.23,53.337,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1353,166,0,0,1,1,300,.,0,1,34.0925431757832,0,1,300,1,1,1,0,101.18,59.792,mg,Dosing,Hours,300 mg,Dosing,300 mg +1354,166,0.1,0.08645,0,2,0,0.70949,0,1,34.0925431757832,0,1,300,1,1,1,0.1,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1355,166,0.5,0.66277,0,2,0,2.8874,0,1,34.0925431757832,0,1,300,1,1,1,0.5,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1356,166,1,1.12333,0,2,0,3.183,0,1,34.0925431757832,0,1,300,1,1,1,1,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1357,166,2,2.23962,0,2,0,2.4079,0,1,34.0925431757832,0,1,300,1,1,1,2,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1358,166,4,4.42218,0,2,0,0.48919,0,1,34.0925431757832,0,1,300,1,1,1,4,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1359,166,8,8.37875,0,2,0,0.29588,0,1,34.0925431757832,0,1,300,1,1,1,8,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1360,166,12,12.38231,0,2,0,0.13962,0,1,34.0925431757832,0,1,300,1,1,1,12,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1361,166,18,18.40176,0,2,0,0.17204,0,1,34.0925431757832,0,1,300,1,1,1,18,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1362,166,23.9,24.21624,0,2,0,0.090917,0,1,34.0925431757832,0,1,300,1,1,1,23.9,101.18,59.792,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1363,167,0,0,1,1,300,.,0,1,47.8345701722789,0,1,300,1,1,1,0,119.05,45.097,mg,Dosing,Hours,300 mg,Dosing,300 mg +1364,167,0.1,0.36374,0,2,0,2.335,0,1,47.8345701722789,0,1,300,1,1,1,0.1,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1365,167,0.5,0.82524,0,2,0,4.6233,0,1,47.8345701722789,0,1,300,1,1,1,0.5,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1366,167,1,1.30176,0,2,0,3.6978,0,1,47.8345701722789,0,1,300,1,1,1,1,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1367,167,2,2.24744,0,2,0,1.9026,0,1,47.8345701722789,0,1,300,1,1,1,2,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1368,167,4,4.24627,0,2,0,0.83561,0,1,47.8345701722789,0,1,300,1,1,1,4,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1369,167,8,8.27304,0,2,0,0.26192,0,1,47.8345701722789,0,1,300,1,1,1,8,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1370,167,12,12.317,0,2,0,0.12897,0,1,47.8345701722789,0,1,300,1,1,1,12,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1371,167,18,18.35228,0,2,0,0.10278,0,1,47.8345701722789,0,1,300,1,1,1,18,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1372,167,23.9,24.28435,0,2,0,0.069296,0,1,47.8345701722789,0,1,300,1,1,1,23.9,119.05,45.097,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1373,168,0,0,1,1,300,.,0,1,52.5671501469299,0,1,300,0,1,1,0,95.155,46.504,mg,Dosing,Hours,300 mg,Dosing,300 mg +1374,168,0.1,0.15091,0,2,0,2.0721,0,1,52.5671501469299,0,1,300,0,1,1,0.1,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1375,168,0.5,0.46295,0,2,0,2.7909,0,1,52.5671501469299,0,1,300,0,1,1,0.5,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1376,168,1,0.83206,0,2,0,5.1248,0,1,52.5671501469299,0,1,300,0,1,1,1,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1377,168,2,2.02522,0,2,0,3.5464,0,1,52.5671501469299,0,1,300,0,1,1,2,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1378,168,4,4.17534,0,2,0,1.5664,0,1,52.5671501469299,0,1,300,0,1,1,4,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1379,168,8,8.19567,0,2,0,0.32641,0,1,52.5671501469299,0,1,300,0,1,1,8,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1380,168,12,12.18772,0,2,0,0.145,0,1,52.5671501469299,0,1,300,0,1,1,12,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1381,168,18,18.11614,0,2,0,0.072975,0,1,52.5671501469299,0,1,300,0,1,1,18,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1382,168,23.9,23.87567,0,2,0,0.13812,0,1,52.5671501469299,0,1,300,0,1,1,23.9,95.155,46.504,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1383,169,0,0,1,1,300,.,0,1,50.2291184282838,0,1,300,1,1,1,0,124.98,54.155,mg,Dosing,Hours,300 mg,Dosing,300 mg +1384,169,0.1,0.0808,0,2,0,0.39348,0,1,50.2291184282838,0,1,300,1,1,1,0.1,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1385,169,0.5,0.41338,0,2,0,1.3333,0,1,50.2291184282838,0,1,300,1,1,1,0.5,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1386,169,1,0.71311,0,2,0,2.9199,0,1,50.2291184282838,0,1,300,1,1,1,1,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1387,169,2,1.81113,0,2,0,3.2434,0,1,50.2291184282838,0,1,300,1,1,1,2,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1388,169,4,3.89225,0,2,0,1.1369,0,1,50.2291184282838,0,1,300,1,1,1,4,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1389,169,8,7.7735,0,2,0,0.81552,0,1,50.2291184282838,0,1,300,1,1,1,8,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1390,169,12,11.68242,0,2,0,0.58983,0,1,50.2291184282838,0,1,300,1,1,1,12,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1391,169,18,17.72767,0,2,0,0.32216,0,1,50.2291184282838,0,1,300,1,1,1,18,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1392,169,23.9,23.57802,0,2,0,0.24793,0,1,50.2291184282838,0,1,300,1,1,1,23.9,124.98,54.155,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1393,170,0,0,1,1,300,.,0,1,72.7292981428464,0,1,300,1,1,1,0,102.15,51.862,mg,Dosing,Hours,300 mg,Dosing,300 mg +1394,170,0.1,0.14121,0,2,0,1.2661,0,1,72.7292981428464,0,1,300,1,1,1,0.1,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1395,170,0.5,0.59387,0,2,0,2.2195,0,1,72.7292981428464,0,1,300,1,1,1,0.5,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1396,170,1,0.96587,0,2,0,1.8931,0,1,72.7292981428464,0,1,300,1,1,1,1,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1397,170,2,1.8855,0,2,0,1.3631,0,1,72.7292981428464,0,1,300,1,1,1,2,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1398,170,4,3.77074,0,2,0,1.1019,0,1,72.7292981428464,0,1,300,1,1,1,4,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1399,170,8,7.75467,0,2,0,0.26721,0,1,72.7292981428464,0,1,300,1,1,1,8,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1400,170,12,11.89013,0,2,0,0.068213,0,1,72.7292981428464,0,1,300,1,1,1,12,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1401,170,18,18.05341,0,2,0,0.05,10,1,72.7292981428464,1,1,300,1,1,1,18,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1402,170,23.9,24.01997,0,2,0,0.05,10,1,72.7292981428464,1,1,300,1,1,1,23.9,102.15,51.862,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1403,171,0,0,1,1,300,.,0,1,39.4022718232949,0,1,300,1,1,1,0,136.23,47.295,mg,Dosing,Hours,300 mg,Dosing,300 mg +1404,171,0.1,0.14088,0,2,0,0.71752,0,1,39.4022718232949,0,1,300,1,1,1,0.1,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1405,171,0.5,0.55465,0,2,0,1.8174,0,1,39.4022718232949,0,1,300,1,1,1,0.5,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1406,171,1,1.07913,0,2,0,2.0087,0,1,39.4022718232949,0,1,300,1,1,1,1,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1407,171,2,2.07843,0,2,0,1.5626,0,1,39.4022718232949,0,1,300,1,1,1,2,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1408,171,4,4.07533,0,2,0,1.8502,0,1,39.4022718232949,0,1,300,1,1,1,4,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1409,171,8,8.06889,0,2,0,1.2647,0,1,39.4022718232949,0,1,300,1,1,1,8,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1410,171,12,12.06841,0,2,0,0.68197,0,1,39.4022718232949,0,1,300,1,1,1,12,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1411,171,18,17.975,0,2,0,0.43507,0,1,39.4022718232949,0,1,300,1,1,1,18,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1412,171,23.9,23.88245,0,2,0,0.31785,0,1,39.4022718232949,0,1,300,1,1,1,23.9,136.23,47.295,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1413,172,0,0,1,1,300,.,0,1,49.2644168660893,0,1,300,0,1,1,0,80.888,49.242,mg,Dosing,Hours,300 mg,Dosing,300 mg +1414,172,0.1,0.0925,0,2,0,1.0334,0,1,49.2644168660893,0,1,300,0,1,1,0.1,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1415,172,0.5,0.56282,0,2,0,2.8445,0,1,49.2644168660893,0,1,300,0,1,1,0.5,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1416,172,1,1.1897,0,2,0,2.4939,0,1,49.2644168660893,0,1,300,0,1,1,1,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1417,172,2,2.2095,0,2,0,1.6299,0,1,49.2644168660893,0,1,300,0,1,1,2,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1418,172,4,4.13753,0,2,0,0.53568,0,1,49.2644168660893,0,1,300,0,1,1,4,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1419,172,8,8.14041,0,2,0,0.11459,0,1,49.2644168660893,0,1,300,0,1,1,8,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1420,172,12,12.13355,0,2,0,0.08528,0,1,49.2644168660893,0,1,300,0,1,1,12,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1421,172,18,18.04962,0,2,0,0.05,10,1,49.2644168660893,1,1,300,0,1,1,18,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1422,172,23.9,23.98825,0,2,0,0.05,10,1,49.2644168660893,1,1,300,0,1,1,23.9,80.888,49.242,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1423,173,0,0,1,1,300,.,0,1,76.0853770383064,0,1,300,0,1,1,0,132.04,53.646,mg,Dosing,Hours,300 mg,Dosing,300 mg +1424,173,0.1,0.07745,0,2,0,1.5278,0,1,76.0853770383064,0,1,300,0,1,1,0.1,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1425,173,0.5,0.38651,0,2,0,4.3087,0,1,76.0853770383064,0,1,300,0,1,1,0.5,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1426,173,1,0.83926,0,2,0,3.7125,0,1,76.0853770383064,0,1,300,0,1,1,1,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1427,173,2,1.89197,0,2,0,3.3198,0,1,76.0853770383064,0,1,300,0,1,1,2,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1428,173,4,3.97273,0,2,0,1.5593,0,1,76.0853770383064,0,1,300,0,1,1,4,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1429,173,8,8.01947,0,2,0,0.076807,0,1,76.0853770383064,0,1,300,0,1,1,8,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1430,173,12,12.00566,0,2,0,0.11618,0,1,76.0853770383064,0,1,300,0,1,1,12,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1431,173,18,18.10756,0,2,0,0.098357,0,1,76.0853770383064,0,1,300,0,1,1,18,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1432,173,23.9,24.07948,0,2,0,0.10685,0,1,76.0853770383064,0,1,300,0,1,1,23.9,132.04,53.646,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1433,174,0,0,1,1,300,.,0,1,35.7458262775345,0,1,300,1,1,1,0,118.69,59.691,mg,Dosing,Hours,300 mg,Dosing,300 mg +1434,174,0.1,0.07332,0,2,0,0.6422,0,1,35.7458262775345,0,1,300,1,1,1,0.1,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1435,174,0.5,0.67103,0,2,0,2.4457,0,1,35.7458262775345,0,1,300,1,1,1,0.5,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1436,174,1,1.19782,0,2,0,3.5908,0,1,35.7458262775345,0,1,300,1,1,1,1,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1437,174,2,2.07916,0,2,0,4.1654,0,1,35.7458262775345,0,1,300,1,1,1,2,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1438,174,4,3.9302,0,2,0,1.4329,0,1,35.7458262775345,0,1,300,1,1,1,4,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1439,174,8,7.92795,0,2,0,0.73403,0,1,35.7458262775345,0,1,300,1,1,1,8,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1440,174,12,11.67419,0,2,0,0.38258,0,1,35.7458262775345,0,1,300,1,1,1,12,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1441,174,18,17.70341,0,2,0,0.17337,0,1,35.7458262775345,0,1,300,1,1,1,18,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1442,174,23.9,23.67751,0,2,0,0.24384,0,1,35.7458262775345,0,1,300,1,1,1,23.9,118.69,59.691,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1443,175,0,0,1,1,300,.,0,1,70.1190785007806,0,1,300,1,1,1,0,111.83,53.775,mg,Dosing,Hours,300 mg,Dosing,300 mg +1444,175,0.1,0.21855,0,2,0,3.2069,0,1,70.1190785007806,0,1,300,1,1,1,0.1,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1445,175,0.5,0.62295,0,2,0,4.3127,0,1,70.1190785007806,0,1,300,1,1,1,0.5,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1446,175,1,1.19034,0,2,0,4.4909,0,1,70.1190785007806,0,1,300,1,1,1,1,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1447,175,2,2.34434,0,2,0,1.8174,0,1,70.1190785007806,0,1,300,1,1,1,2,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1448,175,4,4.35565,0,2,0,0.47795,0,1,70.1190785007806,0,1,300,1,1,1,4,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1449,175,8,8.41349,0,2,0,0.19892,0,1,70.1190785007806,0,1,300,1,1,1,8,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1450,175,12,12.32938,0,2,0,0.15005,0,1,70.1190785007806,0,1,300,1,1,1,12,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1451,175,18,18.34326,0,2,0,0.085676,0,1,70.1190785007806,0,1,300,1,1,1,18,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1452,175,23.9,24.1159,0,2,0,0.05,10,1,70.1190785007806,1,1,300,1,1,1,23.9,111.83,53.775,ng/mL,PK Concentration,Hours,300 mg,Below LLOQ,300 mg +1453,176,0,0,1,1,300,.,0,1,54.7461489843257,0,1,300,0,1,1,0,95.78,54.516,mg,Dosing,Hours,300 mg,Dosing,300 mg +1454,176,0.1,0.00841,0,2,0,0.098081,0,1,54.7461489843257,0,1,300,0,1,1,0.1,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1455,176,0.5,0.47559,0,2,0,2.0518,0,1,54.7461489843257,0,1,300,0,1,1,0.5,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1456,176,1,0.90372,0,2,0,2.9713,0,1,54.7461489843257,0,1,300,0,1,1,1,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1457,176,2,1.91062,0,2,0,3.228,0,1,54.7461489843257,0,1,300,0,1,1,2,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1458,176,4,3.92396,0,2,0,1.835,0,1,54.7461489843257,0,1,300,0,1,1,4,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1459,176,8,7.93484,0,2,0,0.7543,0,1,54.7461489843257,0,1,300,0,1,1,8,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1460,176,12,11.7985,0,2,0,0.61321,0,1,54.7461489843257,0,1,300,0,1,1,12,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1461,176,18,17.77765,0,2,0,0.13569,0,1,54.7461489843257,0,1,300,0,1,1,18,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1462,176,23.9,23.6107,0,2,0,0.33498,0,1,54.7461489843257,0,1,300,0,1,1,23.9,95.78,54.516,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1463,177,0,0,1,1,300,.,0,1,70.6064023221516,0,1,300,1,1,1,0,135.53,51.307,mg,Dosing,Hours,300 mg,Dosing,300 mg +1464,177,0.1,0.10596,0,2,0,0.7765,0,1,70.6064023221516,0,1,300,1,1,1,0.1,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1465,177,0.5,0.41948,0,2,0,1.767,0,1,70.6064023221516,0,1,300,1,1,1,0.5,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1466,177,1,0.91422,0,2,0,2.7276,0,1,70.6064023221516,0,1,300,1,1,1,1,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1467,177,2,1.90778,0,2,0,2.1203,0,1,70.6064023221516,0,1,300,1,1,1,2,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1468,177,4,4.0453,0,2,0,0.72436,0,1,70.6064023221516,0,1,300,1,1,1,4,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1469,177,8,8.09692,0,2,0,0.90244,0,1,70.6064023221516,0,1,300,1,1,1,8,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1470,177,12,12.21804,0,2,0,0.36619,0,1,70.6064023221516,0,1,300,1,1,1,12,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1471,177,18,18.23546,0,2,0,0.236,0,1,70.6064023221516,0,1,300,1,1,1,18,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1472,177,23.9,24.11987,0,2,0,0.14187,0,1,70.6064023221516,0,1,300,1,1,1,23.9,135.53,51.307,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1473,178,0,0,1,1,300,.,0,1,19.1748739050514,0,1,300,1,1,1,0,99.496,51.16,mg,Dosing,Hours,300 mg,Dosing,300 mg +1474,178,0.1,0.07722,0,2,0,0.63351,0,1,19.1748739050514,0,1,300,1,1,1,0.1,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1475,178,0.5,0.47974,0,2,0,3.8886,0,1,19.1748739050514,0,1,300,1,1,1,0.5,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1476,178,1,0.93259,0,2,0,3.0963,0,1,19.1748739050514,0,1,300,1,1,1,1,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1477,178,2,1.93655,0,2,0,3.2475,0,1,19.1748739050514,0,1,300,1,1,1,2,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1478,178,4,4.03706,0,2,0,1.9013,0,1,19.1748739050514,0,1,300,1,1,1,4,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1479,178,8,7.85728,0,2,0,0.48786,0,1,19.1748739050514,0,1,300,1,1,1,8,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1480,178,12,11.74432,0,2,0,0.33389,0,1,19.1748739050514,0,1,300,1,1,1,12,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1481,178,18,17.64397,0,2,0,0.17029,0,1,19.1748739050514,0,1,300,1,1,1,18,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1482,178,23.9,23.46247,0,2,0,0.18108,0,1,19.1748739050514,0,1,300,1,1,1,23.9,99.496,51.16,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1483,179,0,0,1,1,300,.,0,1,64.963851763256,0,1,300,1,1,1,0,89.308,55.116,mg,Dosing,Hours,300 mg,Dosing,300 mg +1484,179,0.1,0.0513,0,2,0,0.86104,0,1,64.963851763256,0,1,300,1,1,1,0.1,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1485,179,0.5,0.32056,0,2,0,3.7022,0,1,64.963851763256,0,1,300,1,1,1,0.5,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1486,179,1,0.80685,0,2,0,3.9559,0,1,64.963851763256,0,1,300,1,1,1,1,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1487,179,2,1.74428,0,2,0,3.1761,0,1,64.963851763256,0,1,300,1,1,1,2,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1488,179,4,3.5636,0,2,0,1.6545,0,1,64.963851763256,0,1,300,1,1,1,4,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1489,179,8,7.61734,0,2,0,0.44108,0,1,64.963851763256,0,1,300,1,1,1,8,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1490,179,12,11.64531,0,2,0,0.28489,0,1,64.963851763256,0,1,300,1,1,1,12,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1491,179,18,17.51638,0,2,0,0.30512,0,1,64.963851763256,0,1,300,1,1,1,18,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1492,179,23.9,23.30215,0,2,0,0.24914,0,1,64.963851763256,0,1,300,1,1,1,23.9,89.308,55.116,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1493,180,0,0,1,1,300,.,0,1,71.207307063472,0,1,300,1,1,1,0,98.103,57.835,mg,Dosing,Hours,300 mg,Dosing,300 mg +1494,180,0.1,0.27947,0,2,0,0.69625,0,1,71.207307063472,0,1,300,1,1,1,0.1,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1495,180,0.5,0.61885,0,2,0,1.8122,0,1,71.207307063472,0,1,300,1,1,1,0.5,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1496,180,1,1.182,0,2,0,2.4193,0,1,71.207307063472,0,1,300,1,1,1,1,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1497,180,2,2.03866,0,2,0,1.385,0,1,71.207307063472,0,1,300,1,1,1,2,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1498,180,4,4.1422,0,2,0,0.61468,0,1,71.207307063472,0,1,300,1,1,1,4,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1499,180,8,8.16823,0,2,0,0.24103,0,1,71.207307063472,0,1,300,1,1,1,8,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1500,180,12,12.15164,0,2,0,0.097516,0,1,71.207307063472,0,1,300,1,1,1,12,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1501,180,18,18.04313,0,2,0,0.080055,0,1,71.207307063472,0,1,300,1,1,1,18,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg +1502,180,23.9,23.87067,0,2,0,0.065688,0,1,71.207307063472,0,1,300,1,1,1,23.9,98.103,57.835,ng/mL,PK Concentration,Hours,300 mg,Analysis set,300 mg diff --git a/inst/examples/data/xgxr2covs.rds b/inst/examples/data/xgxr2covs.rds new file mode 100644 index 0000000000000000000000000000000000000000..90180a21c6ec9f644d062c33d1d14a207497111e GIT binary patch literal 25497 zcmeFYXIPV6w=Vj=`YIyr6$?mJX-btYy-AbarHg<-ARu69Az%SfkuJRk1QJ3KNI)PE z6(Jzf1872mnm{0sASJX=Hs80_S=Zj*wa+^1I_KBf*LwcsnfEj17;}z1nVDmZdy1x> z`QxA0NqXrikBhEH{e>+OD+@*UIQsjv*-jZ4u5iEWde`MX!(d$MV|->X^!xNrT|EEu 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0.0000E+00 + 0.0000E+00 -6.0708E-01 3.2576E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.0708E-01 3.2576E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.0708E-01 3.2576E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.0708E-01 3.2576E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.0708E-01 3.2576E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.1092E-02 -3.2246E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5534E-01 -2.6195E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.9963E-01 4.4685E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2426E-01 -2.4371E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0858E-01 6.9477E-01 0.0000E+00 0.0000E+00 diff --git a/inst/examples/nonmem/xgxr132_res.txt b/inst/examples/nonmem/xgxr132_res.txt new file mode 100644 index 00000000..7534ea09 --- /dev/null +++ b/inst/examples/nonmem/xgxr132_res.txt @@ -0,0 +1,733 @@ +TABLE NO. 1 + ROW KA V2 V3 CL Q IPRED Y DV PRED RES WRES + 6.0100E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 6.0200E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 2.7287E-01 2.7287E-01 2.5706E-01 1.2624E-01 1.3082E-01 3.6318E-02 + 6.0300E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 5.4541E-01 5.4541E-01 7.0798E-01 2.6445E-01 4.4353E-01 2.8281E+00 + 6.0400E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 5.7736E-01 5.7736E-01 5.8570E-01 2.9645E-01 2.8925E-01 8.1679E-01 + 6.0500E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 4.2297E-01 4.2297E-01 6.4982E-01 2.5453E-01 3.9529E-01 3.2674E+00 + 6.0600E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 1.9593E-01 1.9593E-01 1.8526E-01 1.5750E-01 2.7757E-02 -3.2355E-01 + 6.1100E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 6.1200E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 9.0220E-02 9.0220E-02 8.6748E-02 1.3336E-01 -4.6609E-02 -3.2682E-01 + 6.1300E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 1.9016E-01 1.9016E-01 1.8008E-01 2.7201E-01 -9.1932E-02 -4.9483E-01 + 6.1400E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 2.1514E-01 2.1514E-01 1.9879E-01 2.9394E-01 -9.5149E-02 -5.6665E-01 + 6.1500E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 1.9618E-01 1.9618E-01 1.9367E-01 2.4133E-01 -4.7664E-02 -3.6678E-01 + 6.1600E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 1.4668E-01 1.4668E-01 2.1215E-01 1.4845E-01 6.3696E-02 1.2357E+00 + 6.1700E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 8.3210E-02 8.3210E-02 7.6733E-02 6.0336E-02 1.6397E-02 -2.5305E-01 + 6.2100E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 6.2200E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 1.5266E-01 1.5266E-01 1.7612E-01 1.4772E-01 2.8401E-02 8.1509E-01 + 6.2300E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 2.5384E-01 2.5384E-01 2.7860E-01 2.6481E-01 1.3787E-02 3.9385E-01 + 6.2400E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 2.5728E-01 2.5728E-01 1.9066E-01 2.9581E-01 -1.0515E-01 -9.2395E-01 + 6.2500E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 1.7910E-01 1.7910E-01 1.8520E-01 2.6256E-01 -7.7364E-02 -6.2901E-01 + 6.2600E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 5.6712E-02 5.6712E-02 5.5120E-02 1.5569E-01 -1.0057E-01 -1.3991E+00 + 6.3100E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 6.3300E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 1.3994E-01 1.3994E-01 1.3855E-01 1.9612E-01 -5.7570E-02 -3.3416E-01 + 6.3400E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 2.0282E-01 2.0282E-01 1.6273E-01 2.8392E-01 -1.2119E-01 -8.4959E-01 + 6.3500E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 2.0018E-01 2.0018E-01 2.5910E-01 2.7951E-01 -2.0414E-02 2.9334E-01 + 6.3600E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 1.2359E-01 1.2359E-01 6.4629E-02 1.7246E-01 -1.0783E-01 -1.5534E+00 + 6.4100E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 6.4200E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 6.2210E-02 6.2210E-02 5.6887E-02 8.2625E-02 -2.5738E-02 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9.2759E+00 2.0146E-01 2.0146E-01 2.4914E-01 1.5682E-01 9.2318E-02 1.0376E+00 + 1.4930E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.4940E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 1.2943E+00 1.2943E+00 6.9625E-01 1.7758E+00 -1.0796E+00 -1.2012E+00 + 1.4950E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 1.9284E+00 1.9284E+00 1.8122E+00 2.6752E+00 -8.6299E-01 -3.5996E-01 + 1.4960E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 2.0490E+00 2.0490E+00 2.4193E+00 2.9057E+00 -4.8639E-01 1.2401E-01 + 1.4970E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 1.6696E+00 1.6696E+00 1.3850E+00 2.4639E+00 -1.0789E+00 -7.6784E-01 + 1.4980E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 8.4299E-01 8.4299E-01 6.1468E-01 1.3915E+00 -7.7687E-01 -1.0333E+00 + 1.4990E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 2.5670E-01 2.5670E-01 2.4103E-01 5.3092E-01 -2.8989E-01 -5.3800E-01 + 1.5000E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 1.1366E-01 1.1366E-01 9.7516E-02 2.7979E-01 -1.8227E-01 -4.2070E-01 + 1.5010E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 6.5474E-02 6.5474E-02 8.0055E-02 1.7856E-01 -9.8501E-02 2.1290E-01 + 1.5020E+03 2.2556E+00 1.0274E+02 2.2736E+02 2.6627E+01 9.2759E+00 5.1608E-02 5.1608E-02 6.5688E-02 1.4627E-01 -8.0585E-02 3.8953E-01 From e3c5b4a1931a7519492a21a725aa2cd5b73c3001 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Wed, 24 Jul 2024 01:18:51 -0400 Subject: [PATCH 17/33] model update --- inst/examples/nonmem/xgxr132.lst | 24 ++++++++++++------------ inst/examples/nonmem/xgxr132.mod | 6 +++--- 2 files changed, 15 insertions(+), 15 deletions(-) diff --git a/inst/examples/nonmem/xgxr132.lst b/inst/examples/nonmem/xgxr132.lst index f1358e0e..3ba4e879 100644 --- a/inst/examples/nonmem/xgxr132.lst +++ b/inst/examples/nonmem/xgxr132.lst @@ -1,4 +1,4 @@ -Sat Jul 13 10:00:24 EDT 2024 +Wed Jul 24 01:08:49 EDT 2024 $PROBLEM 031 SAEM ;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY @@ -58,13 +58,13 @@ $SIGMA 0 FIX ;; PRINT=10 NOABORT MSFO=xgxr032.msf $ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P - MSFO=xgxr032.msf + MSFO=xgxr132.msf $ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P $COVARIANCE PRINT=E $TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT - FILE=xgxr032_res.txt -$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr032_etas.txt + FILE=xgxr132_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr132_etas.txt NM-TRAN MESSAGES @@ -86,8 +86,8 @@ NM-TRAN MESSAGES License Registered to: Vertex Pharmaceuticals Inc Expiration Date: 14 JAN 2025 -Current Date: 13 JUL 2024 -Days until program expires : 186 +Current Date: 24 JUL 2024 +Days until program expires : 175 1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.0 ORIGINALLY DEVELOPED BY STUART BEAL, LEWIS SHEINER, AND ALISON BOECKMANN CURRENT DEVELOPERS ARE ROBERT BAUER, ICON DEVELOPMENT SOLUTIONS, @@ -479,7 +479,7 @@ Days until program expires : 186 REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT #TERE: - Elapsed estimation time in seconds: 28.80 + Elapsed estimation time in seconds: 29.66 Elapsed covariance time in seconds: 0.01 1 @@ -1164,8 +1164,8 @@ Days until program expires : 186 TOTAL EFFECTIVE ETAS (NIND*NETA): 180 #TERE: - Elapsed estimation time in seconds: 39.61 - Elapsed covariance time in seconds: 167.04 + Elapsed estimation time in seconds: 40.09 + Elapsed covariance time in seconds: 170.01 1 @@ -1719,7 +1719,7 @@ Days until program expires : 186 8.30E-02 2.79E-01 3.96E-01 4.85E-01 7.56E-01 8.93E-01 1.09E+00 1.26E+00 3.76E+00 Elapsed postprocess time in seconds: 0.04 - Elapsed finaloutput time in seconds: 0.03 - #CPUT: Total CPU Time in Seconds, 235.670 + Elapsed finaloutput time in seconds: 0.04 + #CPUT: Total CPU Time in Seconds, 239.987 Stop Time: -Sat Jul 13 10:04:24 EDT 2024 +Wed Jul 24 01:12:54 EDT 2024 diff --git a/inst/examples/nonmem/xgxr132.mod b/inst/examples/nonmem/xgxr132.mod index be56b9dd..cd83d3e7 100644 --- a/inst/examples/nonmem/xgxr132.mod +++ b/inst/examples/nonmem/xgxr132.mod @@ -60,11 +60,11 @@ $SIGMA 0 FIX ;; $ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 ;; PRINT=10 NOABORT MSFO=xgxr032.msf -$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr032.msf +$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr132.msf $ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P $COV PRINT=E -$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT FILE=xgxr032_res.txt -$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr032_etas.txt +$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT FILE=xgxr132_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr132_etas.txt From 9e9942ee17d32d36fec6cee99ed25bcac79e79cc Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Fri, 2 Aug 2024 07:29:49 -0400 Subject: [PATCH 18/33] towards easier parameter tables --- NEWS.md | 3 + R/NMcheckData.R | 44 +- R/NMdataConf.R | 13 + R/NMreadExt.R | 21 +- R/NMreadShk.R | 15 +- R/NMrelate.R | 2 +- R/NMrelateOne.R | 19 +- R/addOmegaCorr.R | 11 +- R/addParType.R | 21 +- R/dt2mat.R | 20 +- R/mergeCheck.R | 32 +- devel/psn_runAll.sh | 11 - devel/run_models.R | 18 +- devel/scripts/run_all_nonmem_models.R | 35 - devel/todo.org | 4 +- inst/examples/nonmem/xgxr018.lst | 6246 ++++++++++++++++- inst/examples/nonmem/xgxr018_res.txt | 1810 ++--- inst/examples/nonmem/xgxr018_res_fo.txt | 300 +- inst/examples/nonmem/xgxr018_res_vols.txt | 1810 ++--- inst/examples/nonmem/xgxr132.coi | 36 +- inst/examples/nonmem/xgxr132.cor | 36 +- inst/examples/nonmem/xgxr132.cov | 36 +- inst/examples/nonmem/xgxr132.lst | 587 +- inst/examples/nonmem/xgxr132.mod | 32 +- inst/examples/nonmem/xgxr132.msf | Bin 5372 -> 5372 bytes inst/examples/nonmem/xgxr132.shk | 36 +- inst/examples/nonmem/xgxr132_ETAS.msf | Bin 78984 -> 78984 bytes inst/examples/nonmem/xgxr132_etas.txt | 1462 ++-- inst/examples/nonmem/xgxr132_res.txt | 1462 ++-- inst/examples/nonmem/xgxr133.cov | 52 + inst/examples/nonmem/xgxr133.lst | 1735 +++++ inst/examples/nonmem/xgxr133.mod | 72 + inst/examples/nonmem/xgxr133.shk | 26 + tests/testthat/testData/nonmem/xgxr018.ext | 16 +- tests/testthat/testData/nonmem/xgxr018.lst | 6246 ++++++++++++++++- tests/testthat/testData/nonmem/xgxr018.phi | 262 +- .../testthat/testData/nonmem/xgxr018_res.txt | 1810 ++--- .../testData/nonmem/xgxr018_res_fo.txt | 300 +- .../testData/nonmem/xgxr018_res_vols.txt | 1810 ++--- .../NMsimData_xgxr014_subprobs.csv | 5 + .../NMsimData_xgxr014_subprobs.rds | Bin 0 -> 270 bytes .../NMsim_xgxr014_subprobs.ext | 0 .../NMsim_xgxr014_subprobs.lst | 222 + .../NMsim_xgxr014_subprobs.mod | 45 + vignettes/ParameterTables.Rmd | 209 + vignettes/derived/partab_offline.csv | 15 + 46 files changed, 20907 insertions(+), 6040 deletions(-) delete mode 100644 devel/psn_runAll.sh delete mode 100644 devel/scripts/run_all_nonmem_models.R create mode 100644 inst/examples/nonmem/xgxr133.cov create mode 100644 inst/examples/nonmem/xgxr133.lst create mode 100644 inst/examples/nonmem/xgxr133.mod create mode 100644 inst/examples/nonmem/xgxr133.shk create mode 100644 tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.csv create mode 100644 tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.rds create mode 100644 tests/testthat/testData/simulations/xgxr014_subprobs/NMsim_xgxr014_subprobs.ext create mode 100644 tests/testthat/testData/simulations/xgxr014_subprobs/NMsim_xgxr014_subprobs.lst create mode 100644 tests/testthat/testData/simulations/xgxr014_subprobs/NMsim_xgxr014_subprobs.mod create mode 100644 vignettes/ParameterTables.Rmd create mode 100644 vignettes/derived/partab_offline.csv diff --git a/NEWS.md b/NEWS.md index 81e704de..6cab841a 100644 --- a/NEWS.md +++ b/NEWS.md @@ -21,6 +21,9 @@ that references THETA(1), `NMrelate()` will return a label `TVCL`. +* `mergeCheck()` has additional features available in the common.cols + argument. + ## Bugfixes * `NMscanInput()` and `NMreadCsv()` could fail if file names had no extensions. Fixed. diff --git a/R/NMcheckData.R b/R/NMcheckData.R index 1334e40f..d58906c1 100644 --- a/R/NMcheckData.R +++ b/R/NMcheckData.R @@ -384,6 +384,7 @@ NMcheckData <- function(data,file,covs,covs.occ,cols.num,col.id="ID", } NMisMissing <- function(x) is.na(x) | (is.character(x) & x %in% na.strings) + ## listEvents is for row-level findings ## @param col is the actual column to be used for the condition ## @param name The name of the check. Will end up in the check column in the resulting table. @@ -430,6 +431,8 @@ NMcheckData <- function(data,file,covs,covs.occ,cols.num,col.id="ID", rbind(events,res,fill=TRUE) } + + reportFindings <- function(findings,data,col.id,col.row,c.row,col.row.orig,col.id.orig,quiet,as.fun,return.summary){ ### Add ID's to row-level findings @@ -609,8 +612,10 @@ NMcheckData <- function(data,file,covs,covs.occ,cols.num,col.id="ID", ######## Default numeric columns. Will be checked for presence, NA, non-numeric (col-level) ### Others that: If column present, must be numeric, and values must be non-NA. Remember eg DV, CMT and AMT can be NA. - - cols.num.all <- c( col.time,"EVID",col.id,col.mdv, + + cols.num.all <- c( col.time,col.evid,col.id) + if(type.data=="est") cols.num.all <- c(cols.num.all,col.mdv) + cols.num.all <- c(cols.num.all, covs,names(covs.occ),as.character(unlist(covs.occ)) ) if(!is.null(col.flagn.orig)) cols.num.all <- c(cols.num.all,col.flagn) @@ -675,7 +680,7 @@ NMcheckData <- function(data,file,covs,covs.occ,cols.num,col.id="ID", findings <- listEvents(col.time,"Negative time",fun=function(x)x>=0,events=findings,debug=F) ### EVID must be in c(0,1,2,3,4) - findings <- listEvents("EVID","EVID not in 0:4",function(x) x%in%c(0:4),events=findings) + findings <- listEvents(col.evid,"EVID not in 0:4",function(x) x%in%c(0:4),events=findings) ### ID must be a positive integer findings <- listEvents(col.id,paste(col.id,"not a positive integer"), @@ -685,16 +690,26 @@ NMcheckData <- function(data,file,covs,covs.occ,cols.num,col.id="ID", ### MDV should perfectly reflect is.na(DV) if(col.mdv%in%colnames(data)){ - - data[,MDVDV:=!is.na(get(col.mdv))&get(col.mdv)==as.numeric(is.na(get(col.dv)))] - findings <- listEvents("MDVDV","MDV does not match DV",colname=col.mdv,fun=function(x)x==TRUE,dat=data[get(col.evid)==0],events=findings) + if(col.dv%in%colnames(data)){ + data[,MDVDV:=!is.na(get(col.mdv))&get(col.mdv)==as.numeric(is.na(get(col.dv)))] + findings <- listEvents("MDVDV","MDV does not match DV",colname=col.mdv,fun=function(x)x==TRUE,dat=data[get(col.evid)==0],events=findings) + } else { + findings <- listEvents("MDVDV","MDV found, DV not" + ,colname=col.mdv + ,fun=function(x)x==TRUE + ,col.required=FALSE + ,dat=data[get(col.evid)==0] + ,events=findings + ) + } } ### columns that are required for all rows done #### all other required columns (NA elements OK). Run NMisNumeric for each element, then translate using NMasNumeric - cols.req <- c(col.cmt,col.dv,col.amt) + cols.req <- c(col.cmt,col.amt) + if(type.data=="est") cols.req <- c(cols.req,col.dv) for(col in cols.req){ findings <- listEvents(col,name="Not numeric",fun=function(x)NMisNumeric(x,na.strings=na.strings,each=TRUE), @@ -729,13 +744,22 @@ NMcheckData <- function(data,file,covs,covs.occ,cols.num,col.id="ID", ### DV must be present ### DV must be numeric for EVID==0 if(col.mdv%in%colnames(data)){ - findings <- listEvents(col.dv,"DV not numeric",fun=is.na,events=findings,invert=TRUE,dat=data[EVID%in%c(0)&get(col.mdv)==0]) + findings <- listEvents(col.dv,"DV not numeric",fun=is.na,events=findings,invert=TRUE + ,col.required=type.data=="est" + ,dat=data[EVID%in%c(0)&get(col.mdv)==0]) } else { - findings <- listEvents(col.dv,"DV not numeric",fun=is.na,events=findings,invert=TRUE,dat=data[EVID%in%c(0)]) + findings <- listEvents(col.dv,"DV not numeric", + fun=is.na,events=findings, + invert=TRUE + ,col.required=type.data=="est" + ,dat=data[EVID%in%c(0)] + ) } ### DV should be NA or 0 for dosing records - findings <- listEvents(col.dv,"DV not NA or 0 in dosing recs",fun=function(x)is.na(x)|as.numeric(x)==0,events=findings,dat=data[EVID%in%c(1,4)]) + if(type.data=="est"){ + findings <- listEvents(col.dv,"DV not NA or 0 in dosing recs",fun=function(x)is.na(x)|as.numeric(x)==0,events=findings,dat=data[EVID%in%c(1,4)]) + } #### AMT diff --git a/R/NMdataConf.R b/R/NMdataConf.R index fe3b9fb8..a50c71cf 100644 --- a/R/NMdataConf.R +++ b/R/NMdataConf.R @@ -467,6 +467,19 @@ NMdataConfOptions <- function(name,allow.unknown=TRUE){ x } ) + , + file.shk=list( + default=function(file) { + fnExtension(file,ext=".shk") + } + ## has to be length 1 character or function + ,is.allowed=function(x) is.function(x) || (length(x)==1 && is.character(x)) + ,msg.not.allowed="file.shk must be a function or a character of length 1" + ,process=function(x) { + if(is.character(x)) return(function(file) x) + x + } + ) , file.mod=list( ## default=function(file) fnExtension(file,ext=".mod") diff --git a/R/NMreadExt.R b/R/NMreadExt.R index 2712a4ce..fe3733a2 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -7,7 +7,7 @@ ##' returned in addition to what other parameter-level information ##' is found, like FIX, sd etc. as columns. If ##' \code{return="iterations"}, the iterations are returned. If -##' \code{return="both"}, both er returned, though in separate +##' \code{return="all"}, all er returned, though in separate ##' data.frames compiled in a list. ##' @param as.fun The default is to return data as a data.frame. Pass ##' a function (say `tibble::as_tibble`) in as.fun to convert to @@ -110,7 +110,7 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m file <- deprecatedArg("file.ext","file",args=args) if(missing(return)||is.null(return)) return <- "pars" - allowed.return <- c("pars","iterations","all") + allowed.return <- c("pars","iterations","objv","all") if(!return %in% allowed.return){ stop("Argument return has to be one of: ", paste(allowed.return,collapse =", ")) } @@ -149,7 +149,7 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m ## February 23, 2021 dt.codes <- fread(text="ITERATION,variable - -1e+09,est + -1e+09,value -1000000001,se -1000000002,eigCor -1000000003,cond @@ -160,23 +160,33 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m -1000000008,partLik") ## dt.codes - + res.NMdat <- mergeCheck(res.NMdat,dt.codes,by=cc(ITERATION),all.x=T,quiet=TRUE) ## res.NMdat ## pars <- res.NMdat[variable%in%dt.codes$variable,setdiff(colnames(res.NMdat),"OBJ"),with=FALSE] pars <- res.NMdat[variable%in%dt.codes$variable] pars <- addTableStep(pars,keep.table.name=FALSE) + objv <- NULL if(nrow(pars)){ + pars <- melt(pars,id.vars=cc(model,TABLENO,NMREP,table.step,ITERATION,variable),variable.name="parameter") pars <- dcast(pars,model+TABLENO+NMREP+table.step+parameter~variable,value.var="value") pars <- addParType(pars) + setcolorder(pars,intersect(c("model","TABLENO","NMREP","table.step","par.type","parameter","par.name","i","j","FIX","value", "cond","eigCor", "partLik", "se", "seStdDevCor", "stdDevCor", "termStat"),colnames(pars))) + + objv <- pars[parameter%in%c("SAEMOBJ","OBJ"), .(model, TABLENO, NMREP, table.step, parameter,value)] + objv[,par.type:= "OBJV"] + pars <- pars[!parameter%in%c("SAEMOBJ","OBJ")] ### this setorder call doesnt work - unsure why ## setorder(pars,match(par.type,c("THETA","OMEGA","SIGMA")),i,j) pars <- pars[order(match(par.type,c("THETA","OMEGA","SIGMA")),i,j)] + ## est is just a copy of value for backward compatibility + pars[,est:=value] + } ## what to do about OBJ? Disregard? And keep in a iteration table instead? @@ -185,11 +195,12 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m iterations <- melt(iterations,id.vars=cc(model,TABLENO,NMREP,table.step,ITERATION),variable.name="parameter") iterations <- addParType(iterations) - res <- list(pars=pars,iterations=iterations) + res <- list(pars=pars,iterations=iterations,objv=objv) res <- lapply(res,as.fun) if(return=="pars") return(res$pars) if(return=="iterations") return(res$iterations) + if(return=="objv") return(res$objv) ## as.fun already applied diff --git a/R/NMreadShk.R b/R/NMreadShk.R index 4b6c76f0..ec41cad9 100644 --- a/R/NMreadShk.R +++ b/R/NMreadShk.R @@ -19,7 +19,7 @@ ##' ##' @import data.table -NMreadShk <- function(file,as.fun){ +NMreadShk <- function(file,auto.ext,as.fun){ #### Section start: Dummy variables, only not to get NOTE's in pacakge checks #### @@ -31,6 +31,11 @@ NMreadShk <- function(file,as.fun){ ### Section end: Dummy variables, only not to get NOTE's in pacakge checks + if(missing(auto.ext) || is.null(auto.ext)) auto.ext <- TRUE + fun.file.shk <- NMdataDecideOption("file.shk") + if(auto.ext){ + file <- fun.file.shk(file) + } if(missing(as.fun)) as.fun <- NULL as.fun <- NMdataDecideOption("as.fun",as.fun) @@ -49,8 +54,7 @@ NMreadShk <- function(file,as.fun){ 11,%Relative information,RelInfo") - file.shk <- fnExtension(file,"shk") - list.shk <- NMreadTabSlow(file.shk) + list.shk <- NMreadTabSlow(file) shk <- list.shk[[length(list.shk)]] @@ -61,9 +65,10 @@ NMreadShk <- function(file,as.fun){ dt.shk[,i:=as.integer(sub("^ETA\\(([1-9][0-9]*)\\)$","\\1",variable))] dt.shk[,j:=i] - dt.shk[,par.type:="OMEGA"] + ##dt.shk[,par.type:="OMEGA"] dt.shk[,parameter:=sprintf("OMEGA(%d,%d)",i,j)] - dt.shk.w <- dcast(dt.shk,variable+par.type+parameter+i+j~shk.name,value.var="value") + dt.shk <- addParType(dt.shk) + dt.shk.w <- dcast(dt.shk,variable+par.type+parameter+par.name+i+j~shk.name,value.var="value") dt.shk.w <- as.fun(dt.shk.w) diff --git a/R/NMrelate.R b/R/NMrelate.R index 725f1fc0..0d645c59 100644 --- a/R/NMrelate.R +++ b/R/NMrelate.R @@ -5,7 +5,7 @@ ##' as `NMreadExt()` and `NMreadParText()`. NMrelate <- function(file,lines,pars,modelname,col.model,as.fun){ - + if(missing(file)) file <- NULL if(missing(lines)) lines <- NULL diff --git a/R/NMrelateOne.R b/R/NMrelateOne.R index 1a00e524..de921ba2 100644 --- a/R/NMrelateOne.R +++ b/R/NMrelateOne.R @@ -8,7 +8,7 @@ ## that new function should also be called by NMreadShk -NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ +NMrelateOne <- function(file,lines,par.type="OMEGA",sections=c("PRED","PK","ERROR"),by.par=TRUE,as.fun){ if(missing(file)) file <- NULL if(missing(lines)) lines <- NULL @@ -28,14 +28,21 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",by.par=TRUE,as.fun){ OMEGA="ETA" ,THETA="THETA" ,SIGMA="(SIGMA|ERR|EPS)" - ##,ERR="(ERR|EPS)" ) str.regex.find <- paste0("[^[:alnum:]]",str.regex) - lines <- c(NMreadSection(lines=lines,section="PRED",keep.comments=FALSE), - NMreadSection(lines=lines,section="PK",keep.comments=FALSE), - NMreadSection(lines=lines,section="ERROR",keep.comments=FALSE) - ) + + lines.list <- NMreadSection(lines=lines,keep.comments=FALSE) + lines.list <- lines.list[names(lines.list)%in%sections] + ## lines <- do.call(c,lines.list) + lines <- unlist(lines.list) + + ## lines <- rbindlist(lines.list) + + ## lines <- c(NMreadSection(lines=lines,section="PRED",keep.comments=FALSE), + ## NMreadSection(lines=lines,section="PK",keep.comments=FALSE), + ## NMreadSection(lines=lines,section="ERROR",keep.comments=FALSE) + ## ) dt.code <- data.table(line.var = lines[grepl(str.regex.find,lines)]) diff --git a/R/addOmegaCorr.R b/R/addOmegaCorr.R index 435ca864..566b96f6 100644 --- a/R/addOmegaCorr.R +++ b/R/addOmegaCorr.R @@ -12,7 +12,7 @@ ##' ## Can be exported but needs as.fun and return -addOmegaCorr <- function(pars,by=NULL,as.fun){ +addOmegaCorr <- function(pars,by=NULL,as.fun,col.value="value"){ #### Section start: Dummy variables, only not to get NOTE's in pacakge checks #### @@ -39,10 +39,11 @@ addOmegaCorr <- function(pars,by=NULL,as.fun){ res.list <- lapply( pars.list, function(x){ - Sigma <- dt2mat(x[par.type=="OMEGA"]) - mat.cor <- cov2cor(Sigma) - dt.cor <- mat2dt(mat.cor) - x <- mergeCheck(x,dt.cor[,.(par.type="OMEGA",i,j,corr=value)],by=cc(par.type,i,j),all.x=TRUE) + Sigma <- dt2mat(x[par.type=="OMEGA"],col.value=col.value) + mat.cor <- suppressWarnings(cov2cor(Sigma)) + dt.cor <- mat2dt(mat.cor,triangle="all") + + x <- mergeCheck(x,dt.cor[,.(par.type="OMEGA",i,j,corr=get(col.value))],by=cc(par.type,i,j),all.x=TRUE) x }) diff --git a/R/addParType.R b/R/addParType.R index e3155200..bcfe3188 100644 --- a/R/addParType.R +++ b/R/addParType.R @@ -4,7 +4,7 @@ ## should also add parname or par.name which is the concistent ## THETA(1), OMEGA(1,1), SIGMA(1,1) labeling. addParType <- function(pars,suffix,add.idx){ - + col.parameter <- "parameter" col.par.type <- "par.type" if(missing(suffix)) suffix <- NULL @@ -23,13 +23,18 @@ addParType <- function(pars,suffix,add.idx){ pars[grepl("^OMEGA",get(col.parameter)),(col.par.type):="OMEGA"] pars[grepl("^SIGMA",get(col.parameter)),(col.par.type):="SIGMA"] if(add.idx){ - pars[get(col.par.type)=="THETA",i:=sub("THETA([0-9]+)","\\1",get(col.parameter))] - pars[get(col.par.type)=="OMEGA",i:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter))] - pars[get(col.par.type)=="OMEGA",j:=sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\2",get(col.parameter))] - pars[get(col.par.type)=="SIGMA",i:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter))] - pars[get(col.par.type)=="SIGMA",j:=sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\2",get(col.parameter))] - cols <- cc(i,j) - pars[,(cols):=lapply(.SD,as.integer),.SDcols=cols] + pars[get(col.par.type)=="THETA",i:=as.integer(sub("THETA([0-9]+)","\\1",get(col.parameter)))] + pars[get(col.par.type)=="OMEGA",i:=as.integer(sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter)))] + pars[get(col.par.type)=="OMEGA",j:=as.integer(sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\2",get(col.parameter)))] + pars[get(col.par.type)=="SIGMA",i:=as.integer(sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter)))] + pars[get(col.par.type)=="SIGMA",j:=as.integer(sub("SIGMA\\(([0-9]+)\\,([0-9]+)\\)","\\2",get(col.parameter)))] + ## cols <- cc(i,j) + ## pars[,(cols):=lapply(.SD,as.integer),.SDcols=cols] } +## par.name + pars[,par.name:=parameter] + pars[get(col.par.type)=="THETA",par.name:=sprintf("THETA(%s)",i)] + + pars[] } diff --git a/R/dt2mat.R b/R/dt2mat.R index 22be4645..361bf278 100644 --- a/R/dt2mat.R +++ b/R/dt2mat.R @@ -25,22 +25,32 @@ ##' @return a matrix ##' @export -dt2mat <- function(pars,dt.subset="unique",max.i,fill=0){ +dt2mat <- function(pars,dt.subset="unique",max.i,fill=0,col.value) { . <- NULL est <- NULL i <- NULL j <- NULL + if(missing(col.value)) col.value <- NULL + if(is.null(col.value)) { + if("value"%in%colnames(pars)) { + col.value <- "value" + } else if("est"%in%colnames(pars)) { + col.value <- "est" + } else{ + stop("col.value needed") + } + } if(!dt.subset%in%cc(unique,all)) { stop("`dt.subset` must be either `unique` or `all`.") } - pars.mat <- pars[,.(i,j,est)] + pars.mat <- pars[,.(i,j,value=get(col.value))] - if(dt.subset=="unique"){ + if(dt.subset=="unique") { pars.mat <- rbind(pars.mat, - pars[i!=j][,.(i=j,j=i,est)] + pars[i!=j][,.(i=j,j=i,value=get(col.value))] ,fill=T) } @@ -50,7 +60,7 @@ dt2mat <- function(pars,dt.subset="unique",max.i,fill=0){ pars.mat <- rbind(pars.mat,data.table(i=i.missing,j=i.missing),fill=TRUE) ## note, dcast returns a keyed data.table (keys are LHS vars) so it is always ordered by i. - matrix.pars <- as.matrix(dcast(pars.mat,i~j,value.var="est")[,!("i")]) + matrix.pars <- as.matrix(dcast(pars.mat,i~j,value.var="value")[,!("i")]) if(!isFALSE(fill)){ matrix.pars[is.na(matrix.pars)] <- fill } diff --git a/R/mergeCheck.R b/R/mergeCheck.R index 976739c2..83b02208 100644 --- a/R/mergeCheck.R +++ b/R/mergeCheck.R @@ -125,7 +125,7 @@ ##' } ##' @export -mergeCheck <- function(x,y,by,by.x,by.y,fun.commoncols=base::warning,ncols.expect,track.msg=FALSE,quiet,df1,df2,fun.na.by=base::stop,as.fun,...){ +mergeCheck <- function(x,y,by,by.x,by.y,common.cols=base::warning,ncols.expect,track.msg=FALSE,quiet,df1,df2,fun.na.by=base::stop,as.fun,fun.commoncols,...){ #### Section start: Dummy variables, only not to get NOTE's in pacakge checks #### @@ -144,10 +144,14 @@ mergeCheck <- function(x,y,by,by.x,by.y,fun.commoncols=base::warning,ncols.expec ## name.x <- deparse(substitute(x)) ## name.y <- deparse(substitute(y)) - if(!xor(missing(x),missing(df1))){stop("You must supply x. Don't use the deprecated df1.")} if(!xor(missing(y),missing(df2))){stop("You must supply y. Don't use the deprecated df2.")} + if(!missing(fun.commoncols)) { + message("\"fun.commoncols\" argument deprecated. Use \"common.cols\" instead.") + common.cols <- fun.commoncols + } + if(!missing(df1)) { message("\"df1\" argument deprecated. Use \"x\" instead.") x <- df1 @@ -232,13 +236,37 @@ mergeCheck <- function(x,y,by,by.x,by.y,fun.commoncols=base::warning,ncols.expec as.fun <- NMdataDecideOption("as.fun",as.fun) +#### Section start: Handle common columns not merged by #### + cols.common.notby <- intersect(setdiff(colnames(x),by.x),setdiff(colnames(y),by.y)) + + if(is.character(fun.commoncols)){ + fun.commoncols <- cleanSpaces(fun.commoncols) + } + if(length(cols.common.notby) && is.character(fun.commoncols) && fun.commoncols=="drop.x") { + + x <- x[,setdiff(colnames(x),cols.common.notby),with=FALSE] + cols.common.notby <- intersect(setdiff(colnames(x),by.x),setdiff(colnames(y),by.y)) + } + if(length(cols.common.notby)&& is.character(fun.commoncols) && fun.commoncols=="drop.y") { + y <- y[,setdiff(colnames(y),cols.common.notby),with=FALSE] + cols.common.notby <- intersect(setdiff(colnames(x),by.x),setdiff(colnames(y),by.y)) + } + if(length(cols.common.notby)&& is.character(fun.commoncols) && fun.commoncols=="merge.by") { + by.x <- c(by.x,cols.common.notby) + by.y <- c(by.y,cols.common.notby) + cols.common.notby <- c() + } + commoncols.found <- FALSE + if(length(cols.common.notby)) { messageWrap(paste0("x and y have common column names not being merged by. This will create new column names in output. Common but not merged by: ",paste(cols.common.notby,collapse=", "),"."), fun.msg=fun.commoncols,track.msg=track.msg) commoncols.found <- TRUE } + +### Section end: Handle common columns not merged by rowcol <- tmpcol(names=c(colnames(x),colnames(y))) diff --git a/devel/psn_runAll.sh b/devel/psn_runAll.sh deleted file mode 100644 index 4792e1ea..00000000 --- a/devel/psn_runAll.sh +++ /dev/null @@ -1,11 +0,0 @@ - -## maybe delete all lst's first, or just look at modification times after? - -for mod in `ls *.{mod,ctl}` ; do echo $mod ; sleep 2; (execute $mod &) ; done - -## xgxr016 doesn't run because an input item is being overwritten - -## then go to subdir xgxr001dir -nmfe74 input.txt output.txt - -## diff --git a/devel/run_models.R b/devel/run_models.R index e4c9a253..40cbd0ff 100644 --- a/devel/run_models.R +++ b/devel/run_models.R @@ -1,9 +1,12 @@ library(NMdata) library(devtools) -load_all() +library(NMsim) + +## load_all() +load_all("~/wdirs/NMdata") +NMdataConf(as.fun="data.table") load_all("~/wdirs/NMsim",export_all = FALSE) -## library(NMsim) NMdataConf(path.nonmem="/opt/nonmem/nm751/run/nmfe75") NMdataConf(dir.psn="/opt/psn") @@ -13,12 +16,19 @@ NMdataConf(as.fun="data.table") NMexec("../tests/testthat/testData/nonmem/xgxr004.mod",sge=FALSE) NMexec("../tests/testthat/testData/nonmem/xgxr014.mod",sge=FALSE) +NMexec("../tests/testthat/testData/nonmem/xgxr018.mod",sge=FALSE,method.exec="nmsim") NMexec("../tests/testthat/testData/nonmem/xgxr028.mod",sge=FALSE) NMexec("../tests/testthat/testData/nonmem/xgxr033.mod",sge=FALSE) +NMexec(files="../inst/examples/nonmem/xgxr018.mod",sge=FALSE,method.exec="nmsim") NMexec("../inst/examples/nonmem/xgxr031.mod",sge=FALSE) -NMexec("../inst/examples/nonmem/xgxr032.mod",sge=FALSE) -NMexec("../inst/examples/nonmem/xgxr132.mod",sge=FALSE) +NMexec(files="../inst/examples/nonmem/xgxr032.mod",sge=FALSE,method.exec="nmsim") +NMexec(files="../inst/examples/nonmem/xgxr132.mod",sge=FALSE,method.exec="nmsim") +## NMexec(files="../inst/examples/nonmem/xgxr133.mod",sge=FALSE) +NMexec(files="../inst/examples/nonmem/xgxr133.mod",sge=FALSE,method.exec="nmsim") +NMreadSection("../inst/examples/nonmem/xgxr133.mod",section="OMEGA") +NMreadExt("../inst/examples/nonmem/xgxr133.mod") +##/home/philip/wdirs/NMdata/inst/examples/nonmem/xgxr133.mod diff --git a/devel/scripts/run_all_nonmem_models.R b/devel/scripts/run_all_nonmem_models.R deleted file mode 100644 index 4f606cfc..00000000 --- a/devel/scripts/run_all_nonmem_models.R +++ /dev/null @@ -1,35 +0,0 @@ -execsafe <- function(file.mod,sge=TRUE,nc=64){ - - library(NMdata) - source("~/wdirs/tracee/R/fnAppend.R") - - ## path.input <- NMextractDataFile(file.mod) - file.data.archive <- function(file){ - fn.input <- fnAppend(file,"input") - fn.input <- fnExtension(fn.input,".rds") - fn.input - } - fn.input <- file.data.archive(file.mod) - ## replace extension of fn.input based on path.input - prefer rds - rundir <- dirname(file.mod) - ## copy input data - dat.inp <- NMscanInput(file.mod,translate=FALSE,applyFilters = FALSE,file.data="extract") - saveRDS(dat.inp,file=file.path(rundir,basename(fn.input))) - - system( - paste0("cd ",rundir,"; execute ",basename(file.mod)," &") - ) - } -} - - -### testing models -dir.models <- "tests/testthat/testData/nonmem" -mods <- list.files(dir.models,pattern="\\.mod") - -lapply (mods,function(mod){ -system( - paste0("cd ",dir.models,"; execute ",mod," &") -) -}) - diff --git a/devel/todo.org b/devel/todo.org index 34b9e17d..a0540893 100644 --- a/devel/todo.org +++ b/devel/todo.org @@ -456,8 +456,8 @@ Like ;1;CL;;;mL/h It would be easier to remember *** NMrelate **** DONE Include model column -**** TODO [#A] would be better if NMrelateOne added par.type -**** TODO [#A] Count how many times the combination of par.type,i,j is matched on the RHS +**** DONE would be better if NMrelateOne added par.type +**** DONE Count how many times the combination of par.type,i,j is matched on the RHS **** DONE NMrelateOne must recognize ERR, EPS **** DONE test merging with NMreadExt output **** DONE NMrelate should support file.mod vector or lines as a list diff --git a/inst/examples/nonmem/xgxr018.lst b/inst/examples/nonmem/xgxr018.lst index 07fd3520..c93b27e0 100644 --- a/inst/examples/nonmem/xgxr018.lst +++ b/inst/examples/nonmem/xgxr018.lst @@ -1,10 +1,14 @@ -Sun May 15 22:24:37 EDT 2022 +Sat Jul 27 04:54:47 PM EDT 2024 $PROBLEM PK. Test of multiple output table formats + ;@ Variables 16/20 @; -$INPUT ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY BLQ CYCLE DOSE - PART PROFDAY PROFTIME WEIGHTB EFF0 +$INPUT ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY BLQ +CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB EFF0 + $DATA xgxr4.csv IGNORE=@ IGNORE=(FLAG.NE.0) + $SUBROUTINE ADVAN4 TRANS4 + $PK KA=THETA(1)*EXP(ETA(1)) V2=THETA(2)*EXP(ETA(2)) @@ -26,24 +30,6224 @@ $ERROR Y=F+F*ERR(1)+ERR(2) ;-----------------------INITIAL ESTIMATES--------------------------------- -$THETA (0,0.9) ; POPKA -$THETA (0,4.2) ; POPCL -$THETA (0,3.6) ; POPV2 -$THETA (0,5.81) ; POPV3 -$THETA (0,3.44) ; POPQ -$OMEGA 0.1 -$OMEGA 0.1 -$OMEGA 0.1 -$OMEGA 0 FIX -$OMEGA 0 FIX -$SIGMA .2 -$SIGMA .2 -$ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 PRINT=10 - NOABORT +$THETA (0,0.9) ; POPKA +$THETA (0,4.2) ; POPCL +$THETA (0,3.6) ; POPV2 +$THETA (0,5.81) ; POPV3 +$THETA (0,3.44) ; POPQ + +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0 FIX +$OMEGA 0 FIX + +$SIGMA .2 +$SIGMA .2 + +$ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 + PRINT=10 NOABORT + + ;@ Pred Variables 8/20 @; -$TABLE KA Q FILE=xgxr018_res.txt -$TABLE ID V2 V3 FORMAT=tF13.4 FILE=xgxr018_res_vols.txt -$TABLE ID CL FIRSTONLY FORMAT=,1PE15.8 FILE=xgxr018_res_fo.txt - NOPRINT NOAPPEND ONEHEADER +$TABLE KA Q FILE=xgxr018_res.txt + +$TABLE ID V2 V3 FORMAT=tF13.4 FILE=xgxr018_res_vols.txt + +$TABLE ID CL FIRSTONLY FORMAT=,1PE15.8 FILE=xgxr018_res_fo.txt + NOPRINT NOAPPEND ONEHEADER + +NM-TRAN MESSAGES + + WARNINGS AND ERRORS (IF ANY) FOR PROBLEM 1 + + (WARNING 2) NM-TRAN INFERS THAT THE DATA ARE POPULATION. + + (WARNING 23) $PK DOES NOT DEFINE A SCALE PARAMETER FOR THE CENTRAL + COMPARTMENT. WITH THIS TRANS, IT MAY NOT BE POSSIBLE TO SEPARATELY + OBTAIN ESTIMATES OF PARAMETERS AFFECTING CLEARANCE AND VOLUME. + + (WARNING 79) SIGMA IS USED ON THE RIGHT. WITH A SUBSEQUENT RUN, IF AN + INITIAL ESTIMATE OF A DIAGONAL BLOCK OF SIGMA IS TO BE COMPUTED BY + NONMEM, THAT BLOCK WILL BE SET TO AN IDENTITY MATRIX DURING THAT + COMPUTATION. THIS COULD LEAD TO AN ARITHMETIC EXCEPTION.* + + * THE MAXIMUM NUMBER OF WARNINGS OF ONE OR MORE TYPES WAS REACHED. + IT IS POSSIBLE THAT SOME WARNING MESSAGES WERE SUPPRESSED. + +Note: Analytical 2nd Derivatives are constructed in FSUBS but are never used. + You may insert $ABBR DERIV2=NO after the first $PROB to save FSUBS construction and compilation time + + +License Registered to: Philip Harder Delff for developing R packages that Interact with NONMEM +Expiration Date: 14 SEP 2024 +Current Date: 27 JUL 2024 +Days until program expires : 47 +1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.1 + ORIGINALLY DEVELOPED BY STUART BEAL, LEWIS SHEINER, AND ALISON BOECKMANN + CURRENT DEVELOPERS ARE ROBERT BAUER, ICON DEVELOPMENT SOLUTIONS, + AND ALISON BOECKMANN. IMPLEMENTATION, EFFICIENCY, AND STANDARDIZATION + PERFORMED BY NOUS INFOSYSTEMS. + + PROBLEM NO.: 1 + PK. Test of multiple output table formats +0DATA CHECKOUT RUN: NO + DATA SET LOCATED ON UNIT NO.: 2 + THIS UNIT TO BE REWOUND: NO + NO. OF DATA RECS IN DATA SET: 905 + NO. OF DATA ITEMS IN DATA SET: 18 + ID DATA ITEM IS DATA ITEM NO.: 1 + DEP VARIABLE IS DATA ITEM NO.: 7 + MDV DATA ITEM IS DATA ITEM NO.: 18 +0INDICES PASSED TO SUBROUTINE PRED: + 4 3 6 0 0 0 5 0 0 0 0 +0LABELS FOR DATA ITEMS: + ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB EFF0 MDV +0(NONBLANK) LABELS FOR PRED-DEFINED ITEMS: + KA V2 CL V3 Q +0FORMAT FOR DATA: + (E4.0,E5.0,E9.0,2E2.0,E4.0,E9.0,4E2.0,E4.0,2E2.0,E5.0,2E7.0,1F2.0) + + TOT. NO. OF OBS RECS: 755 + TOT. NO. OF INDIVIDUALS: 150 +0LENGTH OF THETA: 5 +0DEFAULT THETA BOUNDARY TEST OMITTED: NO +0OMEGA HAS BLOCK FORM: + 1 + 0 2 + 0 0 3 + 0 0 0 4 + 0 0 0 0 5 +0DEFAULT OMEGA BOUNDARY TEST OMITTED: NO +0SIGMA HAS SIMPLE DIAGONAL FORM WITH DIMENSION: 2 +0DEFAULT SIGMA BOUNDARY TEST OMITTED: NO +0INITIAL ESTIMATE OF THETA: + LOWER BOUND INITIAL EST UPPER BOUND + 0.0000E+00 0.9000E+00 0.1000E+07 + 0.0000E+00 0.4200E+01 0.1000E+07 + 0.0000E+00 0.3600E+01 0.1000E+07 + 0.0000E+00 0.5810E+01 0.1000E+07 + 0.0000E+00 0.3440E+01 0.1000E+07 +0INITIAL ESTIMATE OF OMEGA: + BLOCK SET NO. BLOCK FIXED + 1 NO + 0.1000E+00 + 2 NO + 0.1000E+00 + 3 NO + 0.1000E+00 + 4 YES + 0.0000E+00 + 5 YES + 0.0000E+00 +0INITIAL ESTIMATE OF SIGMA: + 0.2000E+00 + 0.0000E+00 0.2000E+00 +0TABLES STEP OMITTED: NO + NO. OF TABLES: 3 + SEED NUMBER (SEED): 11456 + NPDTYPE: 0 + INTERPTYPE: 0 + RANMETHOD: 3U + MC SAMPLES (ESAMPLE): 300 + WRES SQUARE ROOT TYPE (WRESCHOL): EIGENVALUE +0-- TABLE 1 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: YES + PRINTED: YES + FOR TABLE FILE, + HEADERS: YES + FILE TO BE FORWARDED: NO + FORMAT: S1PE11.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + KA Q +0-- TABLE 2 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: YES + PRINTED: YES + FOR TABLE FILE, + HEADERS: YES + FILE TO BE FORWARDED: NO + FORMAT: tF13.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ID V2 V3 +0-- TABLE 3 -- +0RECORDS ONLY: FIRSTONLY +04 COLUMNS APPENDED: NO + PRINTED: NO + HEADERS: ONE + FILE TO BE FORWARDED: NO + FORMAT: ,1PE15.8 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ID CL +1DOUBLE PRECISION PREDPP VERSION 7.5.1 + + TWO COMPARTMENT MODEL WITH FIRST-ORDER ABSORPTION (ADVAN4) +0MAXIMUM NO. OF BASIC PK PARAMETERS: 5 +0BASIC PK PARAMETERS (AFTER TRANSLATION): + BASIC PK PARAMETER NO. 1: ELIMINATION RATE (K) + BASIC PK PARAMETER NO. 2: CENTRAL-TO-PERIPH. RATE (K23) + BASIC PK PARAMETER NO. 3: PERIPH.-TO-CENTRAL RATE (K32) + BASIC PK PARAMETER NO. 5: ABSORPTION RATE (KA) + TRANSLATOR WILL CONVERT PARAMETERS + CL, V2, Q, V3 TO K, K23, K32 (TRANS4) +0COMPARTMENT ATTRIBUTES + COMPT. NO. FUNCTION INITIAL ON/OFF DOSE DEFAULT DEFAULT + STATUS ALLOWED ALLOWED FOR DOSE FOR OBS. + 1 DEPOT OFF YES YES YES NO + 2 CENTRAL ON NO YES NO YES + 3 PERIPH. ON NO YES NO NO + 4 OUTPUT OFF YES NO NO NO +1 + ADDITIONAL PK PARAMETERS - ASSIGNMENT OF ROWS IN GG + COMPT. NO. INDICES + SCALE BIOAVAIL. ZERO-ORDER ZERO-ORDER ABSORB + FRACTION RATE DURATION LAG + 1 * * * * * + 2 * * * * * + 3 * * * * * + 4 * - - - - + - PARAMETER IS NOT ALLOWED FOR THIS MODEL + * PARAMETER IS NOT SUPPLIED BY PK SUBROUTINE; + WILL DEFAULT TO ONE IF APPLICABLE +0DATA ITEM INDICES USED BY PRED ARE: + EVENT ID DATA ITEM IS DATA ITEM NO.: 4 + TIME DATA ITEM IS DATA ITEM NO.: 3 + DOSE AMOUNT DATA ITEM IS DATA ITEM NO.: 6 + COMPT. NO. DATA ITEM IS DATA ITEM NO.: 5 + +0PK SUBROUTINE CALLED WITH EVERY EVENT RECORD. + PK SUBROUTINE NOT CALLED AT NONEVENT (ADDITIONAL OR LAGGED) DOSE TIMES. +0ERROR SUBROUTINE CALLED WITH EVERY EVENT RECORD. +1 + + + #TBLN: 1 + #METH: First Order Conditional Estimation with Interaction + + ESTIMATION STEP OMITTED: NO + ANALYSIS TYPE: POPULATION + NUMBER OF SADDLE POINT RESET ITERATIONS: 0 + GRADIENT METHOD USED: NOSLOW + CONDITIONAL ESTIMATES USED: YES + CENTERED ETA: NO + EPS-ETA INTERACTION: YES + LAPLACIAN OBJ. FUNC.: NO + NO. OF FUNCT. EVALS. ALLOWED: 9999 + NO. OF SIG. FIGURES REQUIRED: 2 + INTERMEDIATE PRINTOUT: YES + ESTIMATE OUTPUT TO MSF: NO + ABORT WITH PRED EXIT CODE 1: NO + IND. OBJ. FUNC. VALUES SORTED: NO + NUMERICAL DERIVATIVE + FILE REQUEST (NUMDER): NONE + MAP (ETAHAT) ESTIMATION METHOD (OPTMAP): 0 + ETA HESSIAN EVALUATION METHOD (ETADER): 0 + INITIAL ETA FOR MAP ESTIMATION (MCETA): 0 + SIGDIGITS FOR MAP ESTIMATION (SIGLO): 9 + GRADIENT SIGDIGITS OF + FIXED EFFECTS PARAMETERS (SIGL): 9 + NOPRIOR SETTING (NOPRIOR): 0 + NOCOV SETTING (NOCOV): OFF + DERCONT SETTING (DERCONT): OFF + FINAL ETA RE-EVALUATION (FNLETA): 1 + EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS + IN SHRINKAGE (ETASTYPE): NO + NON-INFL. ETA CORRECTION (NONINFETA): 0 + RAW OUTPUT FILE (FILE): xgxr018.ext + EXCLUDE TITLE (NOTITLE): NO + EXCLUDE COLUMN LABELS (NOLABEL): NO + FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 + PARAMETER ORDER FOR OUTPUTS (ORDER): TSOL + KNUTHSUMOFF: 0 + INCLUDE LNTWOPI: NO + INCLUDE CONSTANT TERM TO PRIOR (PRIORC): NO + INCLUDE CONSTANT TERM TO OMEGA (ETA) (OLNTWOPI):NO + ADDITIONAL CONVERGENCE TEST (CTYPE=4)?: NO + EM OR BAYESIAN METHOD USED: NONE + + + THE FOLLOWING LABELS ARE EQUIVALENT + PRED=PREDI + RES=RESI + WRES=WRESI + IWRS=IWRESI + IPRD=IPREDI + IRS=IRESI + + MONITORING OF SEARCH: + + +0ITERATION NO.: 0 OBJECTIVE VALUE: 3516.44311416803 NO. OF FUNC. EVALS.: 9 + CUMULATIVE NO. OF FUNC. EVALS.: 9 + NPARAMETR: 9.0000E-01 4.2000E+00 3.6000E+00 5.8100E+00 3.4400E+00 1.0000E-01 1.0000E-01 1.0000E-01 2.0000E-01 2.0000E-01 + + PARAMETER: 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 + + GRADIENT: 2.8583E+02 1.6750E+03 -1.5241E+03 -1.4331E+02 -7.5533E+00 1.4192E+00 -1.0946E+03 -9.6534E+02 -2.1379E+03 6.5453E+01 + + +0ITERATION NO.: 10 OBJECTIVE VALUE: -1627.97009848195 NO. OF FUNC. EVALS.: 105 + CUMULATIVE NO. OF FUNC. EVALS.: 114 + NPARAMETR: 1.5543E-01 2.6679E-01 6.7175E+00 1.3487E+00 9.9272E+01 4.1057E-02 9.1778E-02 7.8655E-01 3.0937E-01 2.6088E-03 + + PARAMETER: -1.6562E+00 -2.6564E+00 7.2378E-01 -1.3604E+00 3.4624E+00 -3.4511E-01 5.7103E-02 1.1312E+00 3.1811E-01 -2.0697E+00 + + GRADIENT: -9.1901E+01 -1.2417E+02 8.0114E+01 4.7596E+01 -3.2233E+00 -6.5653E+01 1.1877E+01 1.4543E+02 3.2070E+02 1.0443E+02 + + +0ITERATION NO.: 20 OBJECTIVE VALUE: -1948.47061584784 NO. OF FUNC. EVALS.: 105 + CUMULATIVE NO. OF FUNC. EVALS.: 219 + NPARAMETR: 1.7825E-01 4.2000E-02 7.0171E-01 1.7233E-01 5.5408E+02 1.8554E-01 8.1252E-02 3.4031E-02 1.1199E-01 1.2937E-03 + + PARAMETER: -1.5192E+00 -4.6627E+00 -1.5352E+00 -3.4179E+00 5.1818E+00 4.0905E-01 -3.8081E-03 -4.3894E-01 -1.8996E-01 -2.4204E+00 + + GRADIENT: 1.6037E+01 0.0000E+00 -2.9104E+01 2.3884E+00 -3.7901E-02 -2.0895E+00 -4.6448E+00 5.5434E+00 1.2662E+01 -1.1312E+00 + + +0ITERATION NO.: 30 OBJECTIVE VALUE: -1951.53590766537 NO. OF FUNC. EVALS.: 101 + CUMULATIVE NO. OF FUNC. EVALS.: 320 + NPARAMETR: 1.8139E-01 4.2000E-02 7.2468E-01 1.7858E-01 8.4141E+03 2.1068E-01 1.2177E-01 2.3585E-04 1.0585E-01 1.3961E-03 + + PARAMETER: -1.5017E+00 -4.5062E+00 -1.5030E+00 -3.3823E+00 7.9022E+00 4.7259E-01 1.9850E-01 -2.9249E+00 -2.1815E-01 -2.3823E+00 + + GRADIENT: 5.8752E-01 0.0000E+00 -2.6290E-01 -1.8279E-01 -4.4591E-03 2.2842E-01 2.2496E-01 1.5960E-02 1.5529E-01 1.7802E-01 + + +0ITERATION NO.: 37 OBJECTIVE VALUE: -1951.53785634257 NO. OF FUNC. EVALS.: 134 + CUMULATIVE NO. OF FUNC. EVALS.: 454 + NPARAMETR: 1.8123E-01 4.2000E-02 7.2481E-01 1.7864E-01 1.0732E+04 2.1013E-01 1.2148E-01 2.1637E-04 1.0595E-01 1.3951E-03 + + PARAMETER: -1.5026E+00 -4.5142E+00 -1.5028E+00 -3.3820E+00 8.1455E+00 4.7128E-01 1.9727E-01 -2.9680E+00 -2.1769E-01 -2.3827E+00 + + GRADIENT: -2.6234E-01 0.0000E+00 -2.3642E-01 1.3309E-01 -3.4624E-03 -1.1673E-02 -2.9772E-02 1.4095E-02 2.9457E-01 1.4536E-01 + + + #TERM: +0MINIMIZATION SUCCESSFUL + NO. OF FUNCTION EVALUATIONS USED: 454 + NO. OF SIG. DIGITS IN FINAL EST.: 2.1 +0PARAMETER ESTIMATE IS NEAR ITS BOUNDARY + THIS MUST BE ADDRESSED BEFORE THE COVARIANCE STEP CAN BE IMPLEMENTED + + ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, + AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. + + ETABAR: 1.0063E-02 6.9481E-03 -1.5906E-05 0.0000E+00 0.0000E+00 + SE: 3.2599E-02 2.3965E-02 4.7284E-05 0.0000E+00 0.0000E+00 + N: 131 131 131 131 131 + + P VAL.: 7.5754E-01 7.7188E-01 7.3657E-01 1.0000E+00 1.0000E+00 + + ETASHRINKSD(%) 1.8606E+01 2.1300E+01 9.6321E+01 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 3.3750E+01 3.8063E+01 9.9865E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 1.9011E+01 2.1435E+01 9.6243E+01 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 3.4409E+01 3.8276E+01 9.9859E+01 0.0000E+00 0.0000E+00 + RELATIVEINF(%) 5.6894E+01 1.5090E+01 3.6830E-02 0.0000E+00 0.0000E+00 + EPSSHRINKSD(%) 1.0792E+01 1.0792E+01 + EPSSHRINKVR(%) 2.0419E+01 2.0419E+01 + + + TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 755 + N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1387.5971851390557 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -1951.5378563425709 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -563.94067120351519 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + TOTAL EFFECTIVE ETAS (NIND*NETA): 393 + + #TERE: + Elapsed estimation time in seconds: 5.40 + Elapsed postprocess time in seconds: 0.04 +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION ******************** + #OBJT:************** MINIMUM VALUE OF OBJECTIVE FUNCTION ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + + + + #OBJV:******************************************** -1951.538 ************************************************** +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION ******************** + ******************** FINAL PARAMETER ESTIMATE ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 + + 1.81E-01 4.20E-02 7.25E-01 1.79E-01 1.07E+04 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 2.10E-01 + + ETA2 ++ 0.00E+00 1.21E-01 + + ETA3 ++ 0.00E+00 0.00E+00 2.16E-04 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 1.06E-01 + + EPS2 ++ 0.00E+00 1.40E-03 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 4.58E-01 + + ETA2 ++ 0.00E+00 3.49E-01 + + ETA3 ++ 0.00E+00 0.00E+00 1.47E-02 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 3.25E-01 + + EPS2 ++ 0.00E+00 3.74E-02 + +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION ******************** + ******************** TABLES OF DATA AND PREDICTIONS ******************** + ******************** ******************** + ************************************************************************************************************************ + +1TABLE NO. 1 + + + + LINE NO.KA Q DV PRED RES WRES + + 1 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 2 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 3 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 4 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 5 ++ 2.01E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 6 ++ 2.01E-01 1.07E+04 5.95E-02 2.66E-02 3.30E-02 8.03E-01 + + 7 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 8 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 9 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 10 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 11 ++ 1.99E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 12 ++ 1.99E-01 1.07E+04 5.77E-02 2.65E-02 3.12E-02 7.60E-01 + + 13 ++ 1.98E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 14 ++ 1.98E-01 1.07E+04 5.34E-02 2.51E-02 2.83E-02 6.95E-01 + + 15 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 16 ++ 2.10E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 17 ++ 2.10E-01 1.07E+04 7.01E-02 2.64E-02 4.37E-02 1.06E+00 + + 18 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 19 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 20 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 21 ++ 1.94E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 22 ++ 1.94E-01 1.07E+04 5.30E-02 2.37E-02 2.93E-02 7.34E-01 + + 23 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 24 ++ 1.93E-01 1.07E+04 5.42E-02 2.25E-02 3.17E-02 7.98E-01 + + 25 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 26 ++ 1.99E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 27 ++ 1.99E-01 1.07E+04 5.54E-02 2.47E-02 3.08E-02 7.56E-01 + + 28 ++ 2.33E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 29 ++ 2.33E-01 1.07E+04 6.18E-02 2.66E-02 3.52E-02 7.84E-01 + + 30 ++ 2.33E-01 1.07E+04 8.72E-02 2.34E-02 6.38E-02 1.56E+00 + + 31 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 32 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 33 ++ 1.98E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 34 ++ 1.98E-01 1.07E+04 6.11E-02 2.33E-02 3.78E-02 9.49E-01 + + 35 ++ 1.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 36 ++ 1.97E-01 1.07E+04 5.89E-02 2.34E-02 3.54E-02 8.88E-01 + + 37 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 38 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 39 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 40 ++ 2.36E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 41 ++ 2.36E-01 1.07E+04 6.52E-02 2.65E-02 3.86E-02 8.69E-01 + + 42 ++ 2.36E-01 1.07E+04 8.55E-02 2.37E-02 6.18E-02 1.51E+00 + + 43 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 44 ++ 2.26E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 45 ++ 2.26E-01 1.07E+04 6.33E-02 3.32E-02 3.01E-02 4.96E-01 + + 46 ++ 2.26E-01 1.07E+04 7.37E-02 7.95E-02 -5.77E-03 -6.28E-01 + + 47 ++ 2.26E-01 1.07E+04 1.90E-01 8.86E-02 1.01E-01 1.51E+00 + + 48 ++ 2.26E-01 1.07E+04 1.33E-01 8.05E-02 5.26E-02 6.42E-01 + + 49 ++ 1.83E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 50 ++ 1.83E-01 1.07E+04 9.72E-02 8.28E-02 1.43E-02 1.92E-01 + + 51 ++ 1.83E-01 1.07E+04 8.45E-02 8.76E-02 -3.18E-03 -1.70E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 52 ++ 1.83E-01 1.07E+04 9.98E-02 7.69E-02 2.29E-02 4.01E-01 + + 53 ++ 1.58E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 54 ++ 1.58E-01 1.07E+04 7.56E-02 8.45E-02 -8.96E-03 -2.61E-02 + + 55 ++ 1.58E-01 1.07E+04 6.27E-02 8.83E-02 -2.57E-02 -3.61E-01 + + 56 ++ 1.58E-01 1.07E+04 6.35E-02 7.69E-02 -1.33E-02 -1.52E-01 + + 57 ++ 1.67E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 58 ++ 1.67E-01 1.07E+04 7.90E-02 7.29E-02 6.09E-03 1.86E-01 + + 59 ++ 1.67E-01 1.07E+04 6.55E-02 8.86E-02 -2.32E-02 -4.09E-01 + + 60 ++ 1.67E-01 1.07E+04 6.19E-02 5.59E-02 5.98E-03 1.70E-01 + + 61 ++ 1.76E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 62 ++ 1.76E-01 1.07E+04 7.98E-02 8.87E-02 -8.90E-03 -2.07E-01 + + 63 ++ 1.76E-01 1.07E+04 9.54E-02 7.74E-02 1.80E-02 3.60E-01 + + 64 ++ 1.56E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 65 ++ 1.56E-01 1.07E+04 5.35E-02 8.70E-02 -3.35E-02 -5.11E-01 + + 66 ++ 1.56E-01 1.07E+04 7.88E-02 8.62E-02 -7.42E-03 9.90E-03 + + 67 ++ 1.55E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 68 ++ 1.55E-01 1.07E+04 5.66E-02 8.82E-02 -3.16E-02 -4.50E-01 + + 69 ++ 1.55E-01 1.07E+04 6.19E-02 7.55E-02 -1.36E-02 -1.36E-01 + + 70 ++ 2.08E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 71 ++ 2.08E-01 1.07E+04 6.76E-02 5.28E-02 1.48E-02 1.02E-01 + + 72 ++ 2.08E-01 1.07E+04 1.19E-01 8.52E-02 3.39E-02 3.63E-01 + + 73 ++ 2.08E-01 1.07E+04 1.33E-01 8.81E-02 4.52E-02 5.86E-01 + + 74 ++ 2.08E-01 1.07E+04 9.24E-02 7.42E-02 1.82E-02 1.32E-01 + + 75 ++ 2.08E-01 1.07E+04 5.75E-02 5.17E-02 5.76E-03 -1.37E-02 + + 76 ++ 2.01E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 77 ++ 2.01E-01 1.07E+04 9.65E-02 4.87E-02 4.78E-02 9.84E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 78 ++ 2.01E-01 1.07E+04 9.13E-02 8.03E-02 1.10E-02 3.77E-03 + + 79 ++ 2.01E-01 1.07E+04 9.51E-02 8.86E-02 6.49E-03 -1.01E-01 + + 80 ++ 2.01E-01 1.07E+04 1.04E-01 7.90E-02 2.47E-02 3.25E-01 + + 81 ++ 1.77E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 82 ++ 1.77E-01 1.07E+04 5.05E-02 4.48E-02 5.76E-03 1.11E-01 + + 83 ++ 1.77E-01 1.07E+04 6.54E-02 8.55E-02 -2.02E-02 -4.58E-01 + + 84 ++ 1.77E-01 1.07E+04 1.16E-01 8.70E-02 2.91E-02 5.47E-01 + + 85 ++ 1.77E-01 1.07E+04 7.95E-02 7.68E-02 2.72E-03 1.80E-02 + + 86 ++ 1.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 87 ++ 1.97E-01 1.07E+04 7.76E-02 5.76E-02 2.00E-02 2.67E-01 + + 88 ++ 1.97E-01 1.07E+04 1.19E-01 8.36E-02 3.56E-02 4.90E-01 + + 89 ++ 1.97E-01 1.07E+04 8.50E-02 8.83E-02 -3.31E-03 -3.11E-01 + + 90 ++ 1.97E-01 1.07E+04 1.13E-01 7.64E-02 3.66E-02 5.83E-01 + + 91 ++ 1.94E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 92 ++ 1.94E-01 1.07E+04 7.38E-02 4.11E-02 3.27E-02 6.06E-01 + + 93 ++ 1.94E-01 1.07E+04 6.92E-02 7.31E-02 -3.84E-03 -3.94E-01 + + 94 ++ 1.94E-01 1.07E+04 1.29E-01 8.84E-02 4.02E-02 4.68E-01 + + 95 ++ 1.94E-01 1.07E+04 1.08E-01 7.98E-02 2.86E-02 2.95E-01 + + 96 ++ 1.94E-01 1.07E+04 1.05E-01 5.51E-02 4.97E-02 9.83E-01 + + 97 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 98 ++ 1.93E-01 1.07E+04 8.57E-02 7.57E-02 9.94E-03 -1.17E-01 + + 99 ++ 1.93E-01 1.07E+04 1.15E-01 8.85E-02 2.65E-02 1.79E-01 + + 100 ++ 1.93E-01 1.07E+04 1.35E-01 7.64E-02 5.84E-02 9.48E-01 + + 101 ++ 1.93E-01 1.07E+04 9.42E-02 5.41E-02 4.01E-02 7.51E-01 + + 102 ++ 2.38E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 103 ++ 2.38E-01 1.07E+04 1.12E-01 7.63E-02 3.59E-02 8.26E-02 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 104 ++ 2.38E-01 1.07E+04 1.78E-01 8.86E-02 8.92E-02 1.07E+00 + + 105 ++ 2.38E-01 1.07E+04 1.73E-01 7.99E-02 9.28E-02 1.32E+00 + + 106 ++ 2.38E-01 1.07E+04 8.10E-02 5.80E-02 2.30E-02 1.23E-01 + + 107 ++ 2.24E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 108 ++ 2.24E-01 1.07E+04 1.04E-01 7.92E-02 2.46E-02 -2.01E-02 + + 109 ++ 2.24E-01 1.07E+04 1.42E-01 8.83E-02 5.39E-02 5.35E-01 + + 110 ++ 2.24E-01 1.07E+04 1.81E-01 7.63E-02 1.05E-01 1.79E+00 + + 111 ++ 2.24E-01 1.07E+04 5.20E-02 5.32E-02 -1.21E-03 -3.14E-01 + + 112 ++ 1.85E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 113 ++ 1.85E-01 1.07E+04 8.39E-02 7.54E-02 8.47E-03 7.13E-02 + + 114 ++ 1.85E-01 1.07E+04 1.06E-01 8.86E-02 1.75E-02 2.38E-01 + + 115 ++ 1.85E-01 1.07E+04 8.67E-02 7.83E-02 8.48E-03 8.05E-02 + + 116 ++ 2.44E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 117 ++ 2.44E-01 1.07E+04 1.36E-01 7.32E-02 6.28E-02 5.38E-01 + + 118 ++ 2.44E-01 1.07E+04 1.54E-01 8.72E-02 6.64E-02 4.54E-01 + + 119 ++ 2.44E-01 1.07E+04 2.22E-01 7.98E-02 1.42E-01 2.22E+00 + + 120 ++ 1.55E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 121 ++ 1.55E-01 1.07E+04 5.58E-02 8.72E-02 -3.14E-02 -4.60E-01 + + 122 ++ 1.55E-01 1.07E+04 6.84E-02 8.03E-02 -1.19E-02 -9.48E-02 + + 123 ++ 1.55E-01 1.07E+04 5.26E-02 5.50E-02 -2.36E-03 3.32E-02 + + 124 ++ 1.83E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 125 ++ 1.83E-01 1.07E+04 7.76E-02 6.11E-02 1.65E-02 3.35E-01 + + 126 ++ 1.83E-01 1.07E+04 1.12E-01 8.66E-02 2.54E-02 4.68E-01 + + 127 ++ 1.83E-01 1.07E+04 6.60E-02 8.66E-02 -2.06E-02 -4.64E-01 + + 128 ++ 1.83E-01 1.07E+04 6.94E-02 7.49E-02 -5.56E-03 -1.54E-01 + + 129 ++ 1.68E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 130 ++ 1.68E-01 1.07E+04 5.58E-02 8.13E-02 -2.55E-02 -4.83E-01 + + 131 ++ 1.68E-01 1.07E+04 1.01E-01 8.79E-02 1.36E-02 3.22E-01 + + 132 ++ 3.06E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 133 ++ 3.06E-01 1.07E+04 2.56E-01 8.16E-02 1.74E-01 2.34E+00 + + 134 ++ 3.06E-01 1.07E+04 2.06E-01 8.87E-02 1.18E-01 1.06E+00 + + 135 ++ 3.06E-01 1.07E+04 1.78E-01 7.92E-02 9.85E-02 9.55E-01 + + 136 ++ 3.06E-01 1.07E+04 9.08E-02 5.25E-02 3.83E-02 3.00E-01 + + 137 ++ 1.64E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 138 ++ 1.64E-01 1.07E+04 5.44E-02 8.21E-02 -2.77E-02 -4.77E-01 + + 139 ++ 1.64E-01 1.07E+04 1.05E-01 8.86E-02 1.61E-02 4.25E-01 + + 140 ++ 1.64E-01 1.07E+04 5.90E-02 7.94E-02 -2.04E-02 -3.45E-01 + + 141 ++ 2.17E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 142 ++ 2.17E-01 1.07E+04 6.56E-02 4.88E-02 1.68E-02 4.11E-02 + + 143 ++ 2.17E-01 1.07E+04 1.35E-01 8.46E-02 5.06E-02 5.25E-01 + + 144 ++ 2.17E-01 1.07E+04 1.36E-01 8.68E-02 4.91E-02 4.99E-01 + + 145 ++ 2.17E-01 1.07E+04 1.32E-01 7.37E-02 5.88E-02 8.67E-01 + + 146 ++ 2.17E-01 1.07E+04 6.59E-02 5.17E-02 1.42E-02 9.00E-02 + + 147 ++ 1.96E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 148 ++ 1.96E-01 1.07E+04 9.62E-02 7.90E-02 1.72E-02 1.78E-01 + + 149 ++ 1.96E-01 1.07E+04 1.26E-01 8.85E-02 3.75E-02 5.65E-01 + + 150 ++ 1.96E-01 1.07E+04 8.12E-02 8.07E-02 5.13E-04 -1.58E-01 + + 151 ++ 1.96E-01 1.07E+04 6.04E-02 5.50E-02 5.47E-03 3.50E-02 + + 152 ++ 2.42E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 153 ++ 2.42E-01 1.07E+04 1.74E-01 8.80E-02 8.59E-02 9.76E-01 + + 154 ++ 2.42E-01 1.07E+04 1.58E-01 8.55E-02 7.25E-02 7.68E-01 + + 155 ++ 2.42E-01 1.07E+04 1.41E-01 7.23E-02 6.90E-02 9.23E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 156 ++ 1.99E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 157 ++ 1.99E-01 1.07E+04 6.59E-02 7.38E-02 -7.89E-03 -4.29E-01 + + 158 ++ 1.99E-01 1.07E+04 1.42E-01 8.85E-02 5.34E-02 7.96E-01 + + 159 ++ 1.99E-01 1.07E+04 1.16E-01 7.89E-02 3.72E-02 5.45E-01 + + 160 ++ 2.03E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 161 ++ 2.03E-01 1.07E+04 9.69E-02 7.75E-02 1.94E-02 7.05E-02 + + 162 ++ 2.03E-01 1.07E+04 1.18E-01 8.86E-02 2.97E-02 2.41E-01 + + 163 ++ 2.03E-01 1.07E+04 1.40E-01 7.81E-02 6.20E-02 1.01E+00 + + 164 ++ 1.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 165 ++ 1.97E-01 1.07E+04 5.62E-02 4.59E-02 1.03E-02 6.09E-02 + + 166 ++ 1.97E-01 1.07E+04 1.18E-01 8.42E-02 3.37E-02 4.14E-01 + + 167 ++ 1.97E-01 1.07E+04 8.84E-02 8.80E-02 3.55E-04 -2.73E-01 + + 168 ++ 1.97E-01 1.07E+04 1.32E-01 7.60E-02 5.58E-02 9.66E-01 + + 169 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 170 ++ 1.81E-01 1.07E+04 5.76E-02 5.41E-02 3.46E-03 7.40E-02 + + 171 ++ 1.76E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 172 ++ 1.76E-01 1.07E+04 5.41E-02 8.44E-02 -3.04E-02 -6.45E-01 + + 173 ++ 1.76E-01 1.07E+04 1.24E-01 8.76E-02 3.69E-02 7.27E-01 + + 174 ++ 1.76E-01 1.07E+04 7.59E-02 7.51E-02 7.44E-04 -5.10E-03 + + 175 ++ 3.04E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 176 ++ 3.04E-01 1.07E+04 2.57E-01 1.35E-01 1.22E-01 -2.52E-01 + + 177 ++ 3.04E-01 1.07E+04 7.08E-01 2.51E-01 4.57E-01 2.28E+00 + + 178 ++ 3.04E-01 1.07E+04 5.86E-01 2.66E-01 3.20E-01 8.37E-01 + + 179 ++ 3.04E-01 1.07E+04 6.50E-01 2.30E-01 4.20E-01 2.58E+00 + + 180 ++ 3.04E-01 1.07E+04 1.85E-01 1.63E-01 2.23E-02 -1.17E+00 + + 181 ++ 1.36E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 182 ++ 1.36E-01 1.07E+04 8.67E-02 1.42E-01 -5.56E-02 -5.05E-01 + + 183 ++ 1.36E-01 1.07E+04 1.80E-01 2.56E-01 -7.62E-02 -4.02E-01 + + 184 ++ 1.36E-01 1.07E+04 1.99E-01 2.63E-01 -6.38E-02 -2.96E-01 + + 185 ++ 1.36E-01 1.07E+04 1.94E-01 2.23E-01 -2.96E-02 -6.44E-02 + + 186 ++ 1.36E-01 1.07E+04 2.12E-01 1.59E-01 5.28E-02 9.36E-01 + + 187 ++ 1.36E-01 1.07E+04 7.67E-02 7.86E-02 -1.82E-03 -1.32E-01 + + 188 ++ 1.96E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 189 ++ 1.96E-01 1.07E+04 1.76E-01 1.56E-01 2.01E-02 4.90E-01 + + 190 ++ 1.96E-01 1.07E+04 2.79E-01 2.52E-01 2.70E-02 4.94E-01 + + 191 ++ 1.96E-01 1.07E+04 1.91E-01 2.66E-01 -7.50E-02 -4.79E-01 + + 192 ++ 1.96E-01 1.07E+04 1.85E-01 2.36E-01 -5.10E-02 -2.88E-01 + + 193 ++ 1.96E-01 1.07E+04 5.51E-02 1.63E-01 -1.08E-01 -1.29E+00 + + 194 ++ 1.52E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 195 ++ 1.52E-01 1.07E+04 1.39E-01 1.99E-01 -6.05E-02 -3.03E-01 + + 196 ++ 1.52E-01 1.07E+04 1.63E-01 2.61E-01 -9.86E-02 -5.27E-01 + + 197 ++ 1.52E-01 1.07E+04 2.59E-01 2.44E-01 1.52E-02 5.76E-01 + + 198 ++ 1.52E-01 1.07E+04 6.46E-02 1.68E-01 -1.04E-01 -1.13E+00 + + 199 ++ 1.61E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 200 ++ 1.61E-01 1.07E+04 5.69E-02 9.11E-02 -3.42E-02 -4.51E-01 + + 201 ++ 1.61E-01 1.07E+04 1.11E-01 2.62E-01 -1.51E-01 -1.21E+00 + + 202 ++ 1.61E-01 1.07E+04 3.59E-01 2.62E-01 9.70E-02 1.17E+00 + + 203 ++ 1.61E-01 1.07E+04 2.00E-01 2.23E-01 -2.33E-02 -6.11E-02 + + 204 ++ 1.61E-01 1.07E+04 1.26E-01 1.53E-01 -2.69E-02 -2.99E-01 + + 205 ++ 1.61E-01 1.07E+04 7.35E-02 7.47E-02 -1.17E-03 -7.78E-02 + + 206 ++ 1.61E-01 1.07E+04 6.30E-02 3.62E-02 2.67E-02 5.60E-01 + + 207 ++ 1.60E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 208 ++ 1.60E-01 1.07E+04 6.80E-02 1.03E-01 -3.50E-02 -4.01E-01 + + 209 ++ 1.60E-01 1.07E+04 1.66E-01 2.43E-01 -7.75E-02 -5.03E-01 + + 210 ++ 1.60E-01 1.07E+04 2.07E-01 2.66E-01 -5.94E-02 -2.76E-01 + + 211 ++ 1.60E-01 1.07E+04 3.15E-01 2.36E-01 7.86E-02 1.13E+00 + + 212 ++ 1.60E-01 1.07E+04 5.58E-02 1.61E-01 -1.05E-01 -1.31E+00 + + 213 ++ 1.65E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 214 ++ 1.65E-01 1.07E+04 1.92E-01 2.31E-01 -3.89E-02 -9.41E-02 + + 215 ++ 1.65E-01 1.07E+04 2.31E-01 2.66E-01 -3.50E-02 -9.26E-03 + + 216 ++ 1.65E-01 1.07E+04 1.78E-01 2.26E-01 -4.77E-02 -2.09E-01 + + 217 ++ 1.65E-01 1.07E+04 8.06E-02 1.58E-01 -7.69E-02 -8.65E-01 + + 218 ++ 1.12E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 219 ++ 1.12E-01 1.07E+04 1.32E-01 1.19E-01 1.38E-02 4.24E-01 + + 220 ++ 1.12E-01 1.07E+04 1.00E-01 2.38E-01 -1.37E-01 -1.31E+00 + + 221 ++ 1.12E-01 1.07E+04 3.15E-01 2.66E-01 4.86E-02 5.29E-01 + + 222 ++ 1.12E-01 1.07E+04 2.36E-01 2.28E-01 7.25E-03 2.38E-02 + + 223 ++ 1.12E-01 1.07E+04 2.59E-01 1.60E-01 9.92E-02 1.19E+00 + + 224 ++ 1.12E-01 1.07E+04 1.33E-01 7.82E-02 5.48E-02 5.63E-01 + + 225 ++ 1.12E-01 1.07E+04 1.26E-01 3.89E-02 8.70E-02 1.57E+00 + + 226 ++ 1.12E-01 1.07E+04 7.18E-02 1.33E-02 5.85E-02 1.20E+00 + + 227 ++ 1.12E-01 1.07E+04 5.21E-02 4.51E-03 4.76E-02 1.11E+00 + + 228 ++ 1.92E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 229 ++ 1.92E-01 1.07E+04 1.20E-01 1.41E-01 -2.06E-02 -6.88E-01 + + 230 ++ 1.92E-01 1.07E+04 3.69E-01 2.62E-01 1.07E-01 6.41E-01 + + 231 ++ 1.92E-01 1.07E+04 3.89E-01 2.57E-01 1.32E-01 9.17E-01 + + 232 ++ 1.92E-01 1.07E+04 1.93E-01 2.17E-01 -2.39E-02 -6.40E-01 + + 233 ++ 1.92E-01 1.07E+04 1.91E-01 1.49E-01 4.20E-02 3.75E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 234 ++ 1.92E-01 1.07E+04 8.72E-02 7.37E-02 1.36E-02 1.86E-01 + + 235 ++ 1.40E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 236 ++ 1.40E-01 1.07E+04 1.21E-01 2.00E-01 -7.89E-02 -3.82E-01 + + 237 ++ 1.40E-01 1.07E+04 2.08E-01 2.64E-01 -5.62E-02 1.75E-02 + + 238 ++ 1.40E-01 1.07E+04 1.17E-01 2.26E-01 -1.09E-01 -6.93E-01 + + 239 ++ 1.40E-01 1.07E+04 9.80E-02 1.59E-01 -6.08E-02 -4.82E-01 + + 240 ++ 2.18E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 241 ++ 2.18E-01 1.07E+04 6.85E-02 6.35E-02 5.04E-03 -6.43E-02 + + 242 ++ 2.18E-01 1.07E+04 2.95E-01 2.31E-01 6.34E-02 4.26E-01 + + 243 ++ 2.18E-01 1.07E+04 3.90E-01 2.66E-01 1.24E-01 9.54E-01 + + 244 ++ 2.18E-01 1.07E+04 1.88E-01 2.35E-01 -4.74E-02 -7.03E-01 + + 245 ++ 2.18E-01 1.07E+04 1.32E-01 1.69E-01 -3.71E-02 -6.23E-01 + + 246 ++ 2.84E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 247 ++ 2.84E-01 1.07E+04 1.80E-01 1.03E-01 7.70E-02 4.17E-01 + + 248 ++ 2.84E-01 1.07E+04 4.55E-01 2.53E-01 2.02E-01 8.75E-01 + + 249 ++ 2.84E-01 1.07E+04 5.31E-01 2.65E-01 2.67E-01 1.48E+00 + + 250 ++ 2.84E-01 1.07E+04 3.12E-01 2.27E-01 8.54E-02 -1.35E-02 + + 251 ++ 2.84E-01 1.07E+04 1.41E-01 1.57E-01 -1.55E-02 -8.56E-01 + + 252 ++ 1.11E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 253 ++ 1.11E-01 1.07E+04 1.52E-01 2.01E-01 -4.97E-02 -3.79E-02 + + 254 ++ 1.11E-01 1.07E+04 1.65E-01 2.65E-01 -1.00E-01 -4.45E-01 + + 255 ++ 1.11E-01 1.07E+04 1.79E-01 2.39E-01 -6.04E-02 -1.89E-01 + + 256 ++ 1.11E-01 1.07E+04 1.10E-01 1.63E-01 -5.33E-02 -5.32E-01 + + 257 ++ 1.11E-01 1.07E+04 1.08E-01 8.05E-02 2.78E-02 4.64E-01 + + 258 ++ 1.11E-01 1.07E+04 9.22E-02 3.77E-02 5.45E-02 1.09E+00 + + 259 ++ 1.11E-01 1.07E+04 5.54E-02 4.56E-03 5.08E-02 1.25E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 260 ++ 1.47E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 261 ++ 1.47E-01 1.07E+04 1.60E-01 2.11E-01 -5.09E-02 -2.57E-01 + + 262 ++ 1.47E-01 1.07E+04 2.15E-01 2.66E-01 -5.05E-02 -1.68E-01 + + 263 ++ 1.47E-01 1.07E+04 1.73E-01 2.33E-01 -5.99E-02 -3.65E-01 + + 264 ++ 1.47E-01 1.07E+04 1.61E-01 1.60E-01 1.47E-03 2.16E-01 + + 265 ++ 1.47E-01 1.07E+04 8.04E-02 7.85E-02 1.96E-03 4.88E-02 + + 266 ++ 3.11E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 267 ++ 3.11E-01 1.07E+04 2.15E-01 7.84E-02 1.37E-01 1.98E+00 + + 268 ++ 3.11E-01 1.07E+04 2.18E-01 2.39E-01 -2.03E-02 -1.37E+00 + + 269 ++ 3.11E-01 1.07E+04 5.62E-01 2.66E-01 2.97E-01 1.73E+00 + + 270 ++ 3.11E-01 1.07E+04 4.93E-01 2.25E-01 2.68E-01 2.02E+00 + + 271 ++ 3.11E-01 1.07E+04 1.06E-01 1.55E-01 -4.84E-02 -1.41E+00 + + 272 ++ 1.40E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 273 ++ 1.40E-01 1.07E+04 1.63E-01 2.05E-01 -4.22E-02 -6.98E-03 + + 274 ++ 1.40E-01 1.07E+04 1.44E-01 2.65E-01 -1.21E-01 -6.88E-01 + + 275 ++ 1.40E-01 1.07E+04 1.69E-01 2.30E-01 -6.11E-02 -2.28E-01 + + 276 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 277 ++ 1.93E-01 1.07E+04 8.51E-02 6.48E-02 2.04E-02 4.97E-01 + + 278 ++ 1.93E-01 1.07E+04 2.24E-01 2.22E-01 2.88E-03 1.14E-01 + + 279 ++ 1.93E-01 1.07E+04 2.38E-01 2.66E-01 -2.77E-02 -1.63E-01 + + 280 ++ 1.93E-01 1.07E+04 2.78E-01 2.40E-01 3.76E-02 5.23E-01 + + 281 ++ 1.93E-01 1.07E+04 5.02E-02 1.69E-01 -1.19E-01 -1.53E+00 + + 282 ++ 1.51E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 283 ++ 1.51E-01 1.07E+04 2.29E-01 2.38E-01 -8.77E-03 3.28E-01 + + 284 ++ 1.51E-01 1.07E+04 1.94E-01 2.66E-01 -7.17E-02 -2.74E-01 + + 285 ++ 1.51E-01 1.07E+04 8.71E-02 2.37E-01 -1.50E-01 -1.22E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 286 ++ 1.51E-01 1.07E+04 1.72E-01 1.62E-01 1.07E-02 4.41E-01 + + 287 ++ 1.51E-01 1.07E+04 7.84E-02 8.02E-02 -1.86E-03 2.38E-02 + + 288 ++ 1.22E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 289 ++ 1.22E-01 1.07E+04 2.03E-01 2.35E-01 -3.22E-02 9.58E-02 + + 290 ++ 1.22E-01 1.07E+04 1.27E-01 2.66E-01 -1.39E-01 -9.29E-01 + + 291 ++ 1.22E-01 1.07E+04 1.96E-01 2.34E-01 -3.74E-02 -8.76E-02 + + 292 ++ 1.22E-01 1.07E+04 1.72E-01 1.61E-01 1.08E-02 2.70E-01 + + 293 ++ 1.22E-01 1.07E+04 1.45E-01 7.92E-02 6.63E-02 1.18E+00 + + 294 ++ 1.22E-01 1.07E+04 6.77E-02 3.83E-02 2.93E-02 3.97E-01 + + 295 ++ 2.05E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 296 ++ 2.05E-01 1.07E+04 1.92E-01 1.45E-01 4.72E-02 6.33E-01 + + 297 ++ 2.05E-01 1.07E+04 2.78E-01 2.39E-01 3.94E-02 3.35E-01 + + 298 ++ 2.05E-01 1.07E+04 2.43E-01 2.65E-01 -2.21E-02 -2.70E-01 + + 299 ++ 2.05E-01 1.07E+04 2.38E-01 2.40E-01 -1.85E-03 -5.74E-02 + + 300 ++ 2.05E-01 1.07E+04 1.16E-01 1.60E-01 -4.44E-02 -6.27E-01 + + 301 ++ 2.98E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 302 ++ 2.98E-01 1.07E+04 1.17E-01 1.04E-01 1.27E-02 -7.38E-01 + + 303 ++ 2.98E-01 1.07E+04 5.36E-01 2.34E-01 3.01E-01 2.09E+00 + + 304 ++ 2.98E-01 1.07E+04 4.97E-01 2.65E-01 2.32E-01 1.16E+00 + + 305 ++ 2.98E-01 1.07E+04 3.21E-01 2.41E-01 7.98E-02 -1.11E-01 + + 306 ++ 2.98E-01 1.07E+04 1.30E-01 1.72E-01 -4.21E-02 -1.24E+00 + + 307 ++ 2.36E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 308 ++ 2.36E-01 1.07E+04 1.70E-01 1.21E-01 4.95E-02 1.63E-01 + + 309 ++ 2.36E-01 1.07E+04 3.64E-01 2.58E-01 1.06E-01 3.12E-01 + + 310 ++ 2.36E-01 1.07E+04 4.15E-01 2.60E-01 1.55E-01 8.30E-01 + + 311 ++ 2.36E-01 1.07E+04 3.14E-01 2.18E-01 9.69E-02 5.14E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 312 ++ 2.36E-01 1.07E+04 1.40E-01 1.49E-01 -8.82E-03 -5.26E-01 + + 313 ++ 2.36E-01 1.07E+04 6.54E-02 7.34E-02 -7.96E-03 -1.59E-01 + + 314 ++ 2.01E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 315 ++ 2.01E-01 1.07E+04 1.51E-01 1.38E-01 1.29E-02 -5.08E-01 + + 316 ++ 2.01E-01 1.07E+04 4.23E-01 2.61E-01 1.62E-01 8.16E-01 + + 317 ++ 2.01E-01 1.07E+04 3.97E-01 2.51E-01 1.46E-01 7.50E-01 + + 318 ++ 2.01E-01 1.07E+04 2.79E-01 2.19E-01 6.05E-02 8.34E-03 + + 319 ++ 2.01E-01 1.07E+04 2.32E-01 1.55E-01 7.73E-02 6.34E-01 + + 320 ++ 1.63E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 321 ++ 1.63E-01 1.07E+04 1.63E-01 1.97E-01 -3.35E-02 -2.76E-01 + + 322 ++ 1.63E-01 1.07E+04 1.17E-01 2.59E-01 -1.42E-01 -1.26E+00 + + 323 ++ 1.63E-01 1.07E+04 3.70E-01 2.45E-01 1.24E-01 1.38E+00 + + 324 ++ 1.63E-01 1.07E+04 1.75E-01 1.69E-01 6.10E-03 1.08E-01 + + 325 ++ 1.91E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 326 ++ 1.91E-01 1.07E+04 5.39E-02 7.84E-02 -2.45E-02 -4.58E-01 + + 327 ++ 1.91E-01 1.07E+04 2.35E-01 2.30E-01 5.05E-03 1.40E-01 + + 328 ++ 1.91E-01 1.07E+04 3.15E-01 2.65E-01 5.01E-02 5.80E-01 + + 329 ++ 1.91E-01 1.07E+04 1.90E-01 2.31E-01 -4.09E-02 -3.25E-01 + + 330 ++ 1.91E-01 1.07E+04 7.32E-02 1.59E-01 -8.58E-02 -1.12E+00 + + 331 ++ 1.42E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 332 ++ 1.42E-01 1.07E+04 1.28E-01 2.49E-01 -1.21E-01 -6.72E-01 + + 333 ++ 1.42E-01 1.07E+04 1.99E-01 2.62E-01 -6.30E-02 -7.72E-02 + + 334 ++ 1.42E-01 1.07E+04 1.88E-01 2.23E-01 -3.56E-02 1.05E-01 + + 335 ++ 1.42E-01 1.07E+04 6.91E-02 1.56E-01 -8.72E-02 -9.11E-01 + + 336 ++ 1.08E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 337 ++ 1.08E-01 1.07E+04 8.37E-02 2.61E-01 -1.77E-01 -7.66E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 338 ++ 1.08E-01 1.07E+04 1.55E-01 2.63E-01 -1.08E-01 -1.15E-01 + + 339 ++ 1.08E-01 1.07E+04 6.35E-02 2.23E-01 -1.60E-01 -9.44E-01 + + 340 ++ 1.08E-01 1.07E+04 8.57E-02 1.59E-01 -7.28E-02 -4.30E-01 + + 341 ++ 1.08E-01 1.07E+04 5.25E-02 3.87E-02 1.38E-02 2.54E-01 + + 342 ++ 1.48E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 343 ++ 1.48E-01 1.07E+04 1.17E-01 1.65E-01 -4.77E-02 -8.09E-02 + + 344 ++ 1.48E-01 1.07E+04 1.94E-01 2.51E-01 -5.66E-02 3.29E-02 + + 345 ++ 1.48E-01 1.07E+04 1.95E-01 2.58E-01 -6.32E-02 -2.91E-02 + + 346 ++ 1.48E-01 1.07E+04 5.03E-02 2.17E-01 -1.66E-01 -1.37E+00 + + 347 ++ 1.48E-01 1.07E+04 1.01E-01 1.54E-01 -5.39E-02 -3.47E-01 + + 348 ++ 1.96E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 349 ++ 1.96E-01 1.07E+04 2.10E-01 2.34E-01 -2.39E-02 -9.73E-02 + + 350 ++ 1.96E-01 1.07E+04 3.37E-01 2.65E-01 7.20E-02 8.62E-01 + + 351 ++ 1.96E-01 1.07E+04 1.16E-01 2.33E-01 -1.17E-01 -1.09E+00 + + 352 ++ 1.96E-01 1.07E+04 1.22E-01 1.64E-01 -4.11E-02 -3.98E-01 + + 353 ++ 1.96E-01 1.07E+04 5.66E-02 8.05E-02 -2.39E-02 -3.25E-01 + + 354 ++ 1.18E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 355 ++ 1.18E-01 1.07E+04 7.28E-02 1.48E-01 -7.51E-02 -2.99E-01 + + 356 ++ 1.18E-01 1.07E+04 1.81E-01 2.56E-01 -7.56E-02 1.06E-01 + + 357 ++ 1.18E-01 1.07E+04 8.61E-02 2.65E-01 -1.79E-01 -8.85E-01 + + 358 ++ 1.18E-01 1.07E+04 6.67E-02 2.29E-01 -1.63E-01 -1.02E+00 + + 359 ++ 1.18E-01 1.07E+04 1.38E-01 1.61E-01 -2.30E-02 2.33E-01 + + 360 ++ 2.21E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 361 ++ 2.21E-01 1.07E+04 7.11E-02 8.20E-02 -1.09E-02 -5.06E-01 + + 362 ++ 2.21E-01 1.07E+04 6.98E-01 7.04E-01 -5.48E-03 -4.28E-01 + + 363 ++ 2.21E-01 1.07E+04 1.26E+00 8.81E-01 3.75E-01 7.74E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 364 ++ 2.21E-01 1.07E+04 1.18E+00 8.03E-01 3.81E-01 9.78E-01 + + 365 ++ 2.21E-01 1.07E+04 4.37E-01 5.69E-01 -1.32E-01 -8.36E-01 + + 366 ++ 2.21E-01 1.07E+04 1.37E-01 2.69E-01 -1.32E-01 -1.10E+00 + + 367 ++ 2.21E-01 1.07E+04 1.07E-01 1.29E-01 -2.12E-02 1.22E-01 + + 368 ++ 2.21E-01 1.07E+04 6.10E-02 4.25E-02 1.85E-02 8.66E-01 + + 369 ++ 1.37E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 370 ++ 1.37E-01 1.07E+04 2.42E-01 4.71E-01 -2.28E-01 -6.95E-01 + + 371 ++ 1.37E-01 1.07E+04 3.66E-01 8.42E-01 -4.76E-01 -9.99E-01 + + 372 ++ 1.37E-01 1.07E+04 8.18E-01 8.77E-01 -5.85E-02 3.15E-01 + + 373 ++ 1.37E-01 1.07E+04 6.17E-01 7.45E-01 -1.28E-01 -1.11E-02 + + 374 ++ 1.37E-01 1.07E+04 5.80E-01 5.03E-01 7.71E-02 7.84E-01 + + 375 ++ 1.37E-01 1.07E+04 9.61E-02 2.31E-01 -1.35E-01 -1.47E+00 + + 376 ++ 1.37E-01 1.07E+04 1.45E-01 1.11E-01 3.41E-02 3.77E-01 + + 377 ++ 1.37E-01 1.07E+04 7.73E-02 3.77E-02 3.96E-02 6.73E-01 + + 378 ++ 1.61E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 379 ++ 1.61E-01 1.07E+04 4.11E-01 6.36E-01 -2.24E-01 -8.71E-01 + + 380 ++ 1.61E-01 1.07E+04 1.25E+00 8.82E-01 3.64E-01 1.16E+00 + + 381 ++ 1.61E-01 1.07E+04 6.77E-01 8.15E-01 -1.38E-01 -4.20E-01 + + 382 ++ 1.61E-01 1.07E+04 5.41E-01 5.68E-01 -2.72E-02 -1.04E-01 + + 383 ++ 1.61E-01 1.07E+04 2.24E-01 2.70E-01 -4.59E-02 -5.21E-01 + + 384 ++ 1.61E-01 1.07E+04 1.59E-01 1.35E-01 2.46E-02 2.04E-01 + + 385 ++ 1.61E-01 1.07E+04 8.58E-02 4.54E-02 4.04E-02 7.27E-01 + + 386 ++ 1.61E-01 1.07E+04 5.90E-02 1.59E-02 4.31E-02 9.94E-01 + + 387 ++ 2.20E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 388 ++ 2.20E-01 1.07E+04 1.86E-01 1.76E-01 9.76E-03 2.39E-02 + + 389 ++ 2.20E-01 1.07E+04 7.84E-01 7.98E-01 -1.37E-02 -1.16E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 390 ++ 2.20E-01 1.07E+04 9.23E-01 8.82E-01 4.12E-02 8.14E-02 + + 391 ++ 2.20E-01 1.07E+04 8.98E-01 7.58E-01 1.40E-01 5.02E-01 + + 392 ++ 2.20E-01 1.07E+04 4.17E-01 5.35E-01 -1.19E-01 -5.35E-01 + + 393 ++ 2.20E-01 1.07E+04 1.67E-01 2.66E-01 -9.85E-02 -6.61E-01 + + 394 ++ 2.20E-01 1.07E+04 6.94E-02 1.29E-01 -5.91E-02 -4.83E-01 + + 395 ++ 2.20E-01 1.07E+04 5.59E-02 4.58E-02 1.01E-02 6.34E-01 + + 396 ++ 1.54E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 397 ++ 1.54E-01 1.07E+04 4.19E-01 4.76E-01 -5.73E-02 -6.81E-01 + + 398 ++ 1.54E-01 1.07E+04 1.47E+00 8.52E-01 6.19E-01 1.58E+00 + + 399 ++ 1.54E-01 1.07E+04 8.21E-01 8.86E-01 -6.57E-02 -5.70E-01 + + 400 ++ 1.54E-01 1.07E+04 1.08E+00 7.82E-01 3.01E-01 6.94E-01 + + 401 ++ 1.54E-01 1.07E+04 5.11E-01 5.57E-01 -4.51E-02 -5.69E-01 + + 402 ++ 1.54E-01 1.07E+04 2.88E-01 2.73E-01 1.53E-02 -1.63E-01 + + 403 ++ 1.54E-01 1.07E+04 1.40E-01 1.37E-01 3.59E-03 -2.51E-01 + + 404 ++ 1.54E-01 1.07E+04 1.21E-01 4.59E-02 7.53E-02 1.53E+00 + + 405 ++ 1.54E-01 1.07E+04 1.03E-01 1.59E-02 8.69E-02 2.15E+00 + + 406 ++ 2.95E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 407 ++ 2.95E-01 1.07E+04 1.01E+00 5.47E-01 4.68E-01 9.22E-01 + + 408 ++ 2.95E-01 1.07E+04 1.55E+00 8.74E-01 6.75E-01 8.94E-01 + + 409 ++ 2.95E-01 1.07E+04 1.40E+00 8.70E-01 5.33E-01 5.34E-01 + + 410 ++ 2.95E-01 1.07E+04 1.23E+00 7.43E-01 4.88E-01 8.03E-01 + + 411 ++ 2.95E-01 1.07E+04 3.76E-01 5.00E-01 -1.24E-01 -1.31E+00 + + 412 ++ 2.95E-01 1.07E+04 1.41E-01 2.42E-01 -1.01E-01 -7.12E-01 + + 413 ++ 2.95E-01 1.07E+04 7.84E-02 1.18E-01 -3.98E-02 4.10E-01 + + 414 ++ 7.56E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 415 ++ 7.56E-02 1.07E+04 3.40E-01 4.74E-01 -1.34E-01 -9.81E-02 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 416 ++ 7.56E-02 1.07E+04 3.98E-01 8.41E-01 -4.43E-01 -1.03E+00 + + 417 ++ 7.56E-02 1.07E+04 7.70E-01 8.87E-01 -1.17E-01 -5.81E-02 + + 418 ++ 7.56E-02 1.07E+04 1.05E+00 7.85E-01 2.62E-01 1.02E+00 + + 419 ++ 7.56E-02 1.07E+04 8.19E-01 5.42E-01 2.77E-01 9.56E-01 + + 420 ++ 7.56E-02 1.07E+04 3.65E-01 2.62E-01 1.03E-01 -1.06E+00 + + 421 ++ 7.56E-02 1.07E+04 5.74E-01 1.26E-01 4.47E-01 4.00E+00 + + 422 ++ 7.56E-02 1.07E+04 3.60E-01 4.28E-02 3.18E-01 4.58E+00 + + 423 ++ 7.56E-02 1.07E+04 1.54E-01 1.44E-02 1.40E-01 2.13E+00 + + 424 ++ 1.40E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 425 ++ 1.40E-01 1.07E+04 3.43E-01 3.13E-01 3.06E-02 7.07E-01 + + 426 ++ 1.40E-01 1.07E+04 5.03E-01 7.16E-01 -2.13E-01 -3.94E-01 + + 427 ++ 1.40E-01 1.07E+04 5.07E-01 7.65E-01 -2.58E-01 -5.79E-01 + + 428 ++ 1.40E-01 1.07E+04 5.06E-01 5.21E-01 -1.48E-02 1.92E-01 + + 429 ++ 1.40E-01 1.07E+04 1.77E-01 2.48E-01 -7.03E-02 -7.33E-01 + + 430 ++ 1.40E-01 1.07E+04 1.46E-01 1.19E-01 2.73E-02 2.26E-01 + + 431 ++ 1.40E-01 1.07E+04 1.06E-01 4.00E-02 6.58E-02 1.27E+00 + + 432 ++ 1.40E-01 1.07E+04 5.11E-02 1.40E-02 3.72E-02 7.92E-01 + + 433 ++ 2.05E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 434 ++ 2.05E-01 1.07E+04 2.23E-01 2.57E-01 -3.42E-02 -9.40E-01 + + 435 ++ 2.05E-01 1.07E+04 1.23E+00 7.67E-01 4.58E-01 1.01E+00 + + 436 ++ 2.05E-01 1.07E+04 1.01E+00 8.83E-01 1.23E-01 -1.85E-01 + + 437 ++ 2.05E-01 1.07E+04 1.22E+00 7.59E-01 4.62E-01 1.15E+00 + + 438 ++ 2.05E-01 1.07E+04 4.91E-01 5.13E-01 -2.17E-02 -5.15E-01 + + 439 ++ 2.05E-01 1.07E+04 2.02E-01 2.47E-01 -4.53E-02 -5.65E-01 + + 440 ++ 2.05E-01 1.07E+04 1.28E-01 1.21E-01 6.53E-03 2.43E-01 + + 441 ++ 2.05E-01 1.07E+04 8.27E-02 1.38E-02 6.89E-02 1.93E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 442 ++ 1.90E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 443 ++ 1.90E-01 1.07E+04 2.04E-01 3.10E-01 -1.06E-01 -1.21E+00 + + 444 ++ 1.90E-01 1.07E+04 1.10E+00 8.26E-01 2.73E-01 5.38E-01 + + 445 ++ 1.90E-01 1.07E+04 1.22E+00 8.85E-01 3.38E-01 6.96E-01 + + 446 ++ 1.90E-01 1.07E+04 9.08E-01 7.48E-01 1.60E-01 2.91E-01 + + 447 ++ 1.90E-01 1.07E+04 4.76E-01 5.21E-01 -4.49E-02 -4.51E-01 + + 448 ++ 1.90E-01 1.07E+04 1.91E-01 2.51E-01 -6.00E-02 -6.43E-01 + + 449 ++ 1.90E-01 1.07E+04 1.09E-01 1.22E-01 -1.31E-02 -1.28E-01 + + 450 ++ 1.90E-01 1.07E+04 7.26E-02 4.10E-02 3.16E-02 8.50E-01 + + 451 ++ 1.90E-01 1.07E+04 6.64E-02 1.40E-02 5.25E-02 1.43E+00 + + 452 ++ 8.47E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 453 ++ 8.47E-02 1.07E+04 1.08E-01 2.01E-01 -9.30E-02 -3.36E-01 + + 454 ++ 8.47E-02 1.07E+04 7.05E-01 8.44E-01 -1.39E-01 -4.00E-02 + + 455 ++ 8.47E-02 1.07E+04 9.35E-01 8.68E-01 6.64E-02 5.22E-01 + + 456 ++ 8.47E-02 1.07E+04 5.66E-01 7.27E-01 -1.62E-01 -4.30E-01 + + 457 ++ 8.47E-02 1.07E+04 3.61E-01 4.95E-01 -1.34E-01 -9.62E-01 + + 458 ++ 8.47E-02 1.07E+04 5.07E-01 2.38E-01 2.69E-01 1.66E+00 + + 459 ++ 8.47E-02 1.07E+04 2.95E-01 1.14E-01 1.81E-01 1.09E+00 + + 460 ++ 8.47E-02 1.07E+04 2.07E-01 3.81E-02 1.69E-01 2.35E+00 + + 461 ++ 8.47E-02 1.07E+04 1.49E-01 1.29E-02 1.36E-01 2.67E+00 + + 462 ++ 1.04E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 463 ++ 1.04E-01 1.07E+04 5.92E-01 5.74E-01 1.83E-02 3.31E-02 + + 464 ++ 1.04E-01 1.07E+04 6.04E-01 8.84E-01 -2.80E-01 -9.76E-01 + + 465 ++ 1.04E-01 1.07E+04 1.21E+00 7.89E-01 4.26E-01 1.29E+00 + + 466 ++ 1.04E-01 1.07E+04 8.33E-01 5.55E-01 2.78E-01 1.05E+00 + + 467 ++ 1.04E-01 1.07E+04 2.66E-01 2.64E-01 2.68E-03 -8.02E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 468 ++ 1.04E-01 1.07E+04 1.67E-01 1.25E-01 4.18E-02 -4.90E-01 + + 469 ++ 1.04E-01 1.07E+04 2.59E-01 4.10E-02 2.18E-01 4.20E+00 + + 470 ++ 1.04E-01 1.07E+04 1.16E-01 1.46E-02 1.01E-01 2.12E+00 + + 471 ++ 2.06E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 472 ++ 2.06E-01 1.07E+04 5.07E-01 5.10E-01 -2.98E-03 2.78E-01 + + 473 ++ 2.06E-01 1.07E+04 3.41E-01 8.77E-01 -5.36E-01 -1.35E+00 + + 474 ++ 2.06E-01 1.07E+04 1.01E+00 8.59E-01 1.47E-01 7.75E-01 + + 475 ++ 2.06E-01 1.07E+04 6.22E-01 7.22E-01 -1.00E-01 -5.53E-02 + + 476 ++ 2.06E-01 1.07E+04 4.32E-01 5.13E-01 -8.11E-02 -8.40E-02 + + 477 ++ 2.06E-01 1.07E+04 8.60E-02 2.37E-01 -1.51E-01 -1.21E+00 + + 478 ++ 2.06E-01 1.07E+04 9.65E-02 1.12E-01 -1.53E-02 1.58E-01 + + 479 ++ 6.14E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 480 ++ 6.14E-01 1.07E+04 3.96E-01 1.22E-01 2.73E-01 2.08E+00 + + 481 ++ 6.14E-01 1.07E+04 2.55E+00 7.99E-01 1.75E+00 3.44E+00 + + 482 ++ 6.14E-01 1.07E+04 2.39E+00 8.87E-01 1.50E+00 2.33E+00 + + 483 ++ 6.14E-01 1.07E+04 1.10E+00 7.76E-01 3.26E-01 -8.30E-01 + + 484 ++ 6.14E-01 1.07E+04 2.05E-01 5.43E-01 -3.37E-01 -2.99E+00 + + 485 ++ 3.02E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 486 ++ 3.02E-01 1.07E+04 2.56E-01 2.55E-01 7.85E-04 -1.31E+00 + + 487 ++ 3.02E-01 1.07E+04 1.57E+00 8.16E-01 7.53E-01 1.29E+00 + + 488 ++ 3.02E-01 1.07E+04 1.91E+00 8.76E-01 1.03E+00 2.09E+00 + + 489 ++ 3.02E-01 1.07E+04 8.58E-01 7.44E-01 1.14E-01 -5.47E-01 + + 490 ++ 3.02E-01 1.07E+04 4.24E-01 4.98E-01 -7.32E-02 -9.67E-01 + + 491 ++ 3.02E-01 1.07E+04 1.34E-01 2.47E-01 -1.13E-01 -8.24E-01 + + 492 ++ 3.02E-01 1.07E+04 7.18E-02 1.20E-01 -4.84E-02 2.25E-01 + + 493 ++ 9.05E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 494 ++ 9.05E-02 1.07E+04 2.29E-01 6.57E-01 -4.28E-01 -6.79E-01 + + 495 ++ 9.05E-02 1.07E+04 1.88E-01 8.86E-01 -6.98E-01 -1.18E+00 + + 496 ++ 9.05E-02 1.07E+04 5.96E-01 7.69E-01 -1.72E-01 2.51E-01 + + 497 ++ 9.05E-02 1.07E+04 4.91E-01 5.42E-01 -5.03E-02 3.81E-01 + + 498 ++ 9.05E-02 1.07E+04 1.36E-01 2.58E-01 -1.22E-01 -1.36E+00 + + 499 ++ 9.05E-02 1.07E+04 2.32E-01 1.26E-01 1.05E-01 9.56E-01 + + 500 ++ 9.05E-02 1.07E+04 1.27E-01 4.22E-02 8.49E-02 1.10E+00 + + 501 ++ 9.05E-02 1.07E+04 8.10E-02 1.45E-02 6.65E-02 1.20E+00 + + 502 ++ 3.32E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 503 ++ 3.32E-01 1.07E+04 1.43E+00 7.86E-01 6.44E-01 1.68E+00 + + 504 ++ 3.32E-01 1.07E+04 1.25E+00 8.87E-01 3.65E-01 6.61E-01 + + 505 ++ 3.32E-01 1.07E+04 6.73E-01 7.72E-01 -9.96E-02 -6.84E-01 + + 506 ++ 3.32E-01 1.07E+04 1.34E-01 5.31E-01 -3.96E-01 -2.11E+00 + + 507 ++ 1.19E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 508 ++ 1.19E-01 1.07E+04 2.41E-01 3.78E-01 -1.37E-01 -6.56E-02 + + 509 ++ 1.19E-01 1.07E+04 4.90E-01 7.01E-01 -2.12E-01 1.04E-03 + + 510 ++ 1.19E-01 1.07E+04 3.02E-01 8.64E-01 -5.62E-01 -9.88E-01 + + 511 ++ 1.19E-01 1.07E+04 3.82E-01 8.01E-01 -4.19E-01 -7.36E-01 + + 512 ++ 1.19E-01 1.07E+04 5.96E-01 5.67E-01 2.85E-02 6.78E-01 + + 513 ++ 1.19E-01 1.07E+04 2.67E-01 2.72E-01 -4.97E-03 -2.84E-02 + + 514 ++ 1.19E-01 1.07E+04 1.53E-01 1.30E-01 2.36E-02 -5.60E-02 + + 515 ++ 1.19E-01 1.07E+04 5.07E-02 1.53E-02 3.54E-02 5.82E-01 + + 516 ++ 9.12E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 517 ++ 9.12E-02 1.07E+04 1.30E-01 3.37E-01 -2.06E-01 -1.22E+00 + + 518 ++ 9.12E-02 1.07E+04 1.18E+00 8.75E-01 3.09E-01 9.86E-01 + + 519 ++ 9.12E-02 1.07E+04 9.98E-01 8.66E-01 1.32E-01 3.72E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 520 ++ 9.12E-02 1.07E+04 5.13E-01 7.49E-01 -2.36E-01 -1.04E+00 + + 521 ++ 9.12E-02 1.07E+04 7.75E-01 5.29E-01 2.46E-01 7.67E-01 + + 522 ++ 9.12E-02 1.07E+04 5.45E-01 2.59E-01 2.86E-01 1.29E+00 + + 523 ++ 9.12E-02 1.07E+04 3.46E-01 1.23E-01 2.22E-01 1.24E+00 + + 524 ++ 9.12E-02 1.07E+04 2.30E-01 4.15E-02 1.88E-01 2.41E+00 + + 525 ++ 9.12E-02 1.07E+04 1.73E-01 1.39E-02 1.59E-01 3.09E+00 + + 526 ++ 3.08E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 527 ++ 3.08E-01 1.07E+04 4.80E-01 3.40E-01 1.40E-01 -2.16E-01 + + 528 ++ 3.08E-01 1.07E+04 1.04E+00 7.13E-01 3.31E-01 7.67E-02 + + 529 ++ 3.08E-01 1.07E+04 1.72E+00 8.87E-01 8.38E-01 1.49E+00 + + 530 ++ 3.08E-01 1.07E+04 1.24E+00 7.75E-01 4.68E-01 7.04E-01 + + 531 ++ 3.08E-01 1.07E+04 6.60E-01 5.36E-01 1.24E-01 1.01E-02 + + 532 ++ 3.08E-01 1.07E+04 8.79E-02 2.66E-01 -1.78E-01 -1.56E+00 + + 533 ++ 3.08E-01 1.07E+04 5.63E-02 1.34E-01 -7.80E-02 -3.33E-01 + + 534 ++ 3.08E-01 1.07E+04 6.15E-02 1.58E-02 4.57E-02 1.80E+00 + + 535 ++ 8.80E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 536 ++ 8.80E-02 1.07E+04 5.81E-02 2.44E-01 -1.86E-01 -8.44E-01 + + 537 ++ 8.80E-02 1.07E+04 3.52E-01 8.51E-01 -5.00E-01 -7.93E-01 + + 538 ++ 8.80E-02 1.07E+04 6.67E-01 8.81E-01 -2.14E-01 7.28E-02 + + 539 ++ 8.80E-02 1.07E+04 6.19E-01 7.78E-01 -1.59E-01 9.22E-02 + + 540 ++ 8.80E-02 1.07E+04 3.51E-01 5.54E-01 -2.03E-01 -6.33E-01 + + 541 ++ 8.80E-02 1.07E+04 3.60E-01 2.62E-01 9.82E-02 5.06E-01 + + 542 ++ 8.80E-02 1.07E+04 2.77E-01 1.30E-01 1.47E-01 1.17E+00 + + 543 ++ 8.80E-02 1.07E+04 8.83E-02 4.40E-02 4.43E-02 -1.96E-01 + + 544 ++ 8.80E-02 1.07E+04 1.20E-01 1.55E-02 1.05E-01 2.00E+00 + + 545 ++ 2.15E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 546 ++ 2.15E-01 1.07E+04 3.43E-01 3.28E-01 1.48E-02 4.45E-01 + + 547 ++ 2.15E-01 1.07E+04 7.84E-01 8.46E-01 -6.23E-02 1.56E-01 + + 548 ++ 2.15E-01 1.07E+04 6.45E-01 8.84E-01 -2.39E-01 -3.65E-01 + + 549 ++ 2.15E-01 1.07E+04 4.29E-01 7.64E-01 -3.36E-01 -8.15E-01 + + 550 ++ 2.15E-01 1.07E+04 4.59E-01 5.26E-01 -6.71E-02 9.24E-02 + + 551 ++ 2.15E-01 1.07E+04 1.02E-01 2.53E-01 -1.51E-01 -9.99E-01 + + 552 ++ 1.10E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 553 ++ 1.10E-01 1.07E+04 4.61E-01 5.69E-01 -1.08E-01 -5.29E-01 + + 554 ++ 1.10E-01 1.07E+04 1.08E+00 8.55E-01 2.25E-01 6.25E-01 + + 555 ++ 1.10E-01 1.07E+04 8.84E-01 8.82E-01 2.86E-03 -1.01E-01 + + 556 ++ 1.10E-01 1.07E+04 7.30E-01 7.39E-01 -9.20E-03 -2.10E-01 + + 557 ++ 1.10E-01 1.07E+04 8.44E-01 5.20E-01 3.24E-01 1.43E+00 + + 558 ++ 1.10E-01 1.07E+04 1.95E-01 2.52E-01 -5.69E-02 -1.34E+00 + + 559 ++ 1.10E-01 1.07E+04 2.06E-01 1.23E-01 8.27E-02 3.20E-01 + + 560 ++ 1.10E-01 1.07E+04 2.45E-01 4.27E-02 2.02E-01 3.87E+00 + + 561 ++ 1.10E-01 1.07E+04 7.15E-02 1.48E-02 5.66E-02 1.00E+00 + + 562 ++ 1.43E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 563 ++ 1.43E-01 1.07E+04 8.03E-01 6.63E-01 1.40E-01 1.58E-01 + + 564 ++ 1.43E-01 1.07E+04 9.37E-01 8.86E-01 5.17E-02 -2.79E-01 + + 565 ++ 1.43E-01 1.07E+04 9.82E-01 7.65E-01 2.16E-01 2.74E-01 + + 566 ++ 1.43E-01 1.07E+04 9.87E-01 5.40E-01 4.47E-01 1.69E+00 + + 567 ++ 1.43E-01 1.07E+04 4.12E-01 2.59E-01 1.53E-01 6.47E-01 + + 568 ++ 1.43E-01 1.07E+04 1.63E-01 1.26E-01 3.70E-02 -3.96E-01 + + 569 ++ 1.43E-01 1.07E+04 1.16E-01 4.24E-02 7.41E-02 1.05E+00 + + 570 ++ 1.43E-01 1.07E+04 8.72E-02 1.45E-02 7.27E-02 1.56E+00 + + 571 ++ 2.22E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 572 ++ 2.22E-01 1.07E+04 8.69E-01 4.78E-01 3.92E-01 1.39E+00 + + 573 ++ 2.22E-01 1.07E+04 7.86E-01 8.66E-01 -8.05E-02 -9.32E-01 + + 574 ++ 2.22E-01 1.07E+04 1.56E+00 8.74E-01 6.88E-01 1.48E+00 + + 575 ++ 2.22E-01 1.07E+04 9.16E-01 7.40E-01 1.76E-01 4.67E-02 + + 576 ++ 2.22E-01 1.07E+04 5.92E-01 5.29E-01 6.28E-02 -1.43E-01 + + 577 ++ 2.22E-01 1.07E+04 1.83E-01 2.54E-01 -7.10E-02 -7.87E-01 + + 578 ++ 2.22E-01 1.07E+04 1.40E-01 1.22E-01 1.79E-02 5.94E-01 + + 579 ++ 2.22E-01 1.07E+04 5.73E-02 4.07E-02 1.66E-02 7.78E-01 + + 580 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 581 ++ 1.81E-01 1.07E+04 1.35E+00 8.07E-01 5.42E-01 1.12E+00 + + 582 ++ 1.81E-01 1.07E+04 1.07E+00 8.79E-01 1.87E-01 -8.23E-02 + + 583 ++ 1.81E-01 1.07E+04 9.87E-01 7.16E-01 2.72E-01 4.23E-01 + + 584 ++ 1.81E-01 1.07E+04 5.66E-01 4.92E-01 7.41E-02 -1.16E-01 + + 585 ++ 1.81E-01 1.07E+04 2.55E-01 2.30E-01 2.53E-02 -1.79E-02 + + 586 ++ 1.81E-01 1.07E+04 8.01E-02 3.95E-02 4.06E-02 9.91E-01 + + 587 ++ 1.81E-01 1.07E+04 5.99E-02 1.38E-02 4.61E-02 1.25E+00 + + 588 ++ 1.68E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 589 ++ 1.68E-01 1.07E+04 1.21E-01 2.22E-01 -1.00E-01 -8.90E-01 + + 590 ++ 1.68E-01 1.07E+04 6.87E-01 8.51E-01 -1.64E-01 -3.63E-01 + + 591 ++ 1.68E-01 1.07E+04 9.71E-01 8.81E-01 8.98E-02 4.30E-01 + + 592 ++ 1.68E-01 1.07E+04 7.50E-01 7.43E-01 6.38E-03 1.83E-01 + + 593 ++ 1.68E-01 1.07E+04 4.12E-01 5.10E-01 -9.77E-02 -3.82E-01 + + 594 ++ 1.68E-01 1.07E+04 2.08E-01 2.50E-01 -4.22E-02 -3.41E-01 + + 595 ++ 1.68E-01 1.07E+04 1.06E-01 1.21E-01 -1.52E-02 -2.45E-01 + + 596 ++ 1.68E-01 1.07E+04 7.40E-02 4.18E-02 3.22E-02 7.00E-01 + + 597 ++ 1.44E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 598 ++ 1.44E-01 1.07E+04 1.14E-01 1.48E-01 -3.45E-02 -5.99E-01 + + 599 ++ 1.44E-01 1.07E+04 8.61E-01 7.73E-01 8.80E-02 1.45E-01 + + 600 ++ 1.44E-01 1.07E+04 1.05E+00 8.84E-01 1.64E-01 3.33E-01 + + 601 ++ 1.44E-01 1.07E+04 7.13E-01 7.65E-01 -5.22E-02 -3.65E-01 + + 602 ++ 1.44E-01 1.07E+04 7.40E-01 5.26E-01 2.14E-01 9.48E-01 + + 603 ++ 1.44E-01 1.07E+04 2.27E-01 2.55E-01 -2.78E-02 -5.40E-01 + + 604 ++ 1.44E-01 1.07E+04 1.07E-01 1.22E-01 -1.51E-02 -5.48E-01 + + 605 ++ 1.44E-01 1.07E+04 9.63E-02 4.09E-02 5.54E-02 1.09E+00 + + 606 ++ 1.44E-01 1.07E+04 1.09E-01 1.38E-02 9.50E-02 2.37E+00 + + 607 ++ 3.30E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 608 ++ 3.30E-01 1.07E+04 1.06E+00 7.13E-01 3.46E-01 7.42E-01 + + 609 ++ 3.30E-01 1.07E+04 1.35E+00 8.85E-01 4.63E-01 9.53E-01 + + 610 ++ 3.30E-01 1.07E+04 9.63E-01 7.84E-01 1.79E-01 2.62E-01 + + 611 ++ 3.30E-01 1.07E+04 2.25E-01 5.55E-01 -3.31E-01 -1.77E+00 + + 612 ++ 3.30E-01 1.07E+04 7.58E-02 2.74E-01 -1.98E-01 -1.34E+00 + + 613 ++ 3.30E-01 1.07E+04 6.09E-02 1.31E-01 -6.97E-02 -3.73E-02 + + 614 ++ 3.30E-01 1.07E+04 5.25E-02 4.26E-02 9.92E-03 1.18E+00 + + 615 ++ 2.41E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 616 ++ 2.41E-01 1.07E+04 1.98E-01 3.35E-01 -1.37E-01 -8.28E-01 + + 617 ++ 2.41E-01 1.07E+04 9.14E-01 8.55E-01 5.94E-02 4.17E-01 + + 618 ++ 2.41E-01 1.07E+04 8.27E-01 8.84E-01 -5.75E-02 7.28E-02 + + 619 ++ 2.41E-01 1.07E+04 6.60E-01 7.52E-01 -9.19E-02 -2.79E-02 + + 620 ++ 2.41E-01 1.07E+04 2.02E-01 5.11E-01 -3.09E-01 -1.26E+00 + + 621 ++ 2.41E-01 1.07E+04 1.01E-01 2.43E-01 -1.42E-01 -8.36E-01 + + 622 ++ 7.44E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 623 ++ 7.44E-02 1.07E+04 2.43E-01 5.44E-01 -3.01E-01 -6.99E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 624 ++ 7.44E-02 1.07E+04 1.79E+00 2.34E+00 -5.51E-01 -4.99E-01 + + 625 ++ 7.44E-02 1.07E+04 2.73E+00 2.64E+00 9.47E-02 4.60E-02 + + 626 ++ 7.44E-02 1.07E+04 3.10E+00 2.23E+00 8.72E-01 7.85E-01 + + 627 ++ 7.44E-02 1.07E+04 2.55E+00 1.55E+00 1.00E+00 9.13E-01 + + 628 ++ 7.44E-02 1.07E+04 2.34E+00 7.60E-01 1.58E+00 3.08E+00 + + 629 ++ 7.44E-02 1.07E+04 1.09E+00 3.75E-01 7.13E-01 1.75E-02 + + 630 ++ 7.44E-02 1.07E+04 6.28E-01 1.25E-01 5.03E-01 7.72E-01 + + 631 ++ 7.44E-02 1.07E+04 7.40E-01 4.30E-02 6.97E-01 1.03E+01 + + 632 ++ 1.17E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 633 ++ 1.17E-01 1.07E+04 6.36E-01 8.11E-01 -1.75E-01 -1.74E-01 + + 634 ++ 1.17E-01 1.07E+04 1.36E+00 1.84E+00 -4.74E-01 -3.78E-01 + + 635 ++ 1.17E-01 1.07E+04 2.15E+00 2.66E+00 -5.03E-01 -2.73E-01 + + 636 ++ 1.17E-01 1.07E+04 1.74E+00 2.36E+00 -6.28E-01 -5.62E-01 + + 637 ++ 1.17E-01 1.07E+04 2.57E+00 1.63E+00 9.36E-01 1.62E+00 + + 638 ++ 1.17E-01 1.07E+04 1.15E+00 7.68E-01 3.84E-01 8.35E-01 + + 639 ++ 1.17E-01 1.07E+04 2.43E-01 3.75E-01 -1.32E-01 -2.01E+00 + + 640 ++ 1.17E-01 1.07E+04 3.69E-01 1.27E-01 2.43E-01 1.86E+00 + + 641 ++ 1.17E-01 1.07E+04 1.96E-01 4.37E-02 1.52E-01 2.07E+00 + + 642 ++ 4.23E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 643 ++ 4.23E-01 1.07E+04 1.79E+00 1.38E+00 4.08E-01 -7.30E-01 + + 644 ++ 4.23E-01 1.07E+04 5.37E+00 2.28E+00 3.09E+00 2.28E+00 + + 645 ++ 4.23E-01 1.07E+04 5.97E+00 2.66E+00 3.31E+00 2.14E+00 + + 646 ++ 4.23E-01 1.07E+04 3.23E+00 2.36E+00 8.72E-01 -2.34E-02 + + 647 ++ 4.23E-01 1.07E+04 2.78E-01 1.65E+00 -1.37E+00 -2.90E+00 + + 648 ++ 4.23E-01 1.07E+04 1.02E-01 8.10E-01 -7.08E-01 -1.60E+00 + + 649 ++ 4.23E-01 1.07E+04 9.70E-02 3.94E-01 -2.97E-01 2.15E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 650 ++ 4.23E-01 1.07E+04 5.58E-02 4.56E-02 1.02E-02 2.44E+00 + + 651 ++ 9.66E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 652 ++ 9.66E-02 1.07E+04 1.65E-01 1.98E-01 -3.33E-02 3.82E-01 + + 653 ++ 9.66E-02 1.07E+04 2.01E+00 2.27E+00 -2.59E-01 1.53E-01 + + 654 ++ 9.66E-02 1.07E+04 1.56E+00 2.66E+00 -1.10E+00 -7.08E-01 + + 655 ++ 9.66E-02 1.07E+04 1.98E+00 2.33E+00 -3.46E-01 -4.32E-02 + + 656 ++ 9.66E-02 1.07E+04 1.56E+00 1.63E+00 -7.21E-02 9.99E-02 + + 657 ++ 9.66E-02 1.07E+04 9.17E-01 7.80E-01 1.37E-01 2.04E-01 + + 658 ++ 9.66E-02 1.07E+04 3.42E-01 3.89E-01 -4.61E-02 -1.22E+00 + + 659 ++ 9.66E-02 1.07E+04 3.41E-01 1.29E-01 2.12E-01 1.31E+00 + + 660 ++ 9.66E-02 1.07E+04 3.32E-01 4.26E-02 2.89E-01 4.95E+00 + + 661 ++ 1.52E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 662 ++ 1.52E-01 1.07E+04 4.20E-01 4.97E-01 -7.62E-02 9.82E-02 + + 663 ++ 1.52E-01 1.07E+04 1.26E+00 2.36E+00 -1.10E+00 -8.43E-01 + + 664 ++ 1.52E-01 1.07E+04 2.16E+00 2.66E+00 -5.00E-01 -1.10E-01 + + 665 ++ 1.52E-01 1.07E+04 2.23E+00 2.35E+00 -1.23E-01 2.48E-01 + + 666 ++ 1.52E-01 1.07E+04 1.55E+00 1.66E+00 -1.02E-01 1.82E-01 + + 667 ++ 1.52E-01 1.07E+04 4.62E-01 8.16E-01 -3.54E-01 -1.01E+00 + + 668 ++ 1.52E-01 1.07E+04 3.97E-01 3.91E-01 5.22E-03 7.09E-02 + + 669 ++ 1.52E-01 1.07E+04 1.46E-01 1.31E-01 1.48E-02 3.84E-03 + + 670 ++ 1.52E-01 1.07E+04 1.09E-01 4.56E-02 6.32E-02 1.12E+00 + + 671 ++ 3.70E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 672 ++ 3.70E-01 1.07E+04 1.07E-01 1.69E-01 -6.14E-02 -8.67E-01 + + 673 ++ 3.70E-01 1.07E+04 1.93E+00 2.29E+00 -3.66E-01 -4.10E-01 + + 674 ++ 3.70E-01 1.07E+04 3.17E+00 2.62E+00 5.47E-01 6.12E-01 + + 675 ++ 3.70E-01 1.07E+04 2.76E+00 2.45E+00 3.09E-01 4.71E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 676 ++ 3.70E-01 1.07E+04 8.13E-01 1.71E+00 -8.94E-01 -1.16E+00 + + 677 ++ 3.70E-01 1.07E+04 1.23E-01 8.53E-01 -7.31E-01 -1.57E+00 + + 678 ++ 1.70E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 679 ++ 1.70E-01 1.07E+04 6.32E-01 3.91E-01 2.40E-01 1.80E-01 + + 680 ++ 1.70E-01 1.07E+04 5.55E+00 2.46E+00 3.10E+00 2.09E+00 + + 681 ++ 1.70E-01 1.07E+04 5.52E+00 2.64E+00 2.88E+00 1.72E+00 + + 682 ++ 1.70E-01 1.07E+04 1.80E+00 2.26E+00 -4.52E-01 -1.72E+00 + + 683 ++ 1.70E-01 1.07E+04 2.23E+00 1.57E+00 6.59E-01 3.24E-01 + + 684 ++ 1.70E-01 1.07E+04 4.70E-01 7.66E-01 -2.96E-01 -1.26E+00 + + 685 ++ 1.70E-01 1.07E+04 2.96E-01 3.75E-01 -7.93E-02 -1.58E-01 + + 686 ++ 1.70E-01 1.07E+04 2.29E-01 1.27E-01 1.02E-01 2.04E+00 + + 687 ++ 1.70E-01 1.07E+04 1.84E-01 4.43E-02 1.40E-01 3.52E+00 + + 688 ++ 1.26E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 689 ++ 1.26E-01 1.07E+04 6.07E-01 9.92E-01 -3.85E-01 -9.10E-01 + + 690 ++ 1.26E-01 1.07E+04 1.28E+00 2.46E+00 -1.18E+00 -1.27E+00 + + 691 ++ 1.26E-01 1.07E+04 4.02E+00 2.66E+00 1.37E+00 1.38E+00 + + 692 ++ 1.26E-01 1.07E+04 2.00E+00 2.30E+00 -3.02E-01 -4.52E-01 + + 693 ++ 1.26E-01 1.07E+04 2.64E+00 1.59E+00 1.04E+00 1.61E+00 + + 694 ++ 1.26E-01 1.07E+04 1.16E+00 7.76E-01 3.89E-01 6.61E-01 + + 695 ++ 1.26E-01 1.07E+04 3.61E-01 3.60E-01 6.12E-04 -1.27E+00 + + 696 ++ 1.26E-01 1.07E+04 2.87E-01 1.24E-01 1.63E-01 7.18E-01 + + 697 ++ 1.26E-01 1.07E+04 2.22E-01 4.21E-02 1.80E-01 2.74E+00 + + 698 ++ 1.34E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 699 ++ 1.34E-01 1.07E+04 1.05E+00 1.54E+00 -4.84E-01 -7.66E-01 + + 700 ++ 1.34E-01 1.07E+04 2.58E+00 2.56E+00 2.20E-02 9.00E-02 + + 701 ++ 1.34E-01 1.07E+04 2.33E+00 2.60E+00 -2.74E-01 -2.31E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 702 ++ 1.34E-01 1.07E+04 2.05E+00 2.20E+00 -1.50E-01 -1.48E-01 + + 703 ++ 1.34E-01 1.07E+04 2.49E+00 1.55E+00 9.41E-01 1.76E+00 + + 704 ++ 1.34E-01 1.07E+04 5.67E-01 7.35E-01 -1.68E-01 -7.04E-01 + + 705 ++ 1.34E-01 1.07E+04 1.27E-01 3.55E-01 -2.28E-01 -1.74E+00 + + 706 ++ 1.34E-01 1.07E+04 1.92E-01 1.21E-01 7.13E-02 7.72E-01 + + 707 ++ 1.34E-01 1.07E+04 1.80E-01 4.11E-02 1.39E-01 2.84E+00 + + 708 ++ 4.06E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 709 ++ 4.06E-01 1.07E+04 8.56E-01 8.81E-01 -2.46E-02 3.87E-01 + + 710 ++ 4.06E-01 1.07E+04 6.79E-01 2.37E+00 -1.69E+00 -1.46E+00 + + 711 ++ 4.06E-01 1.07E+04 3.87E+00 2.66E+00 1.21E+00 1.73E+00 + + 712 ++ 4.06E-01 1.07E+04 1.04E+00 2.30E+00 -1.26E+00 -9.56E-01 + + 713 ++ 4.06E-01 1.07E+04 4.20E-01 1.55E+00 -1.13E+00 -1.36E+00 + + 714 ++ 4.06E-01 1.07E+04 1.23E-01 7.60E-01 -6.37E-01 -1.26E+00 + + 715 ++ 1.45E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 716 ++ 1.45E-01 1.07E+04 1.54E+00 6.91E-01 8.50E-01 2.80E+00 + + 717 ++ 1.45E-01 1.07E+04 3.17E+00 2.57E+00 6.04E-01 1.83E-01 + + 718 ++ 1.45E-01 1.07E+04 2.55E+00 2.58E+00 -2.81E-02 -5.14E-01 + + 719 ++ 1.45E-01 1.07E+04 3.30E+00 2.16E+00 1.14E+00 9.25E-01 + + 720 ++ 1.45E-01 1.07E+04 1.43E+00 1.47E+00 -4.37E-02 -7.65E-01 + + 721 ++ 1.45E-01 1.07E+04 1.25E+00 7.12E-01 5.42E-01 1.12E+00 + + 722 ++ 1.45E-01 1.07E+04 7.38E-01 3.43E-01 3.95E-01 1.50E+00 + + 723 ++ 1.45E-01 1.07E+04 2.09E-01 1.13E-01 9.61E-02 -5.67E-02 + + 724 ++ 1.45E-01 1.07E+04 2.30E-01 3.87E-02 1.92E-01 3.27E+00 + + 725 ++ 2.51E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 726 ++ 2.51E-01 1.07E+04 5.44E-01 1.71E+00 -1.16E+00 -1.12E+00 + + 727 ++ 2.51E-01 1.07E+04 2.27E+00 2.65E+00 -3.84E-01 3.02E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 728 ++ 2.51E-01 1.07E+04 1.98E+00 2.57E+00 -5.96E-01 8.37E-02 + + 729 ++ 2.51E-01 1.07E+04 1.11E+00 2.19E+00 -1.07E+00 -6.10E-01 + + 730 ++ 2.51E-01 1.07E+04 5.44E-01 1.54E+00 -9.96E-01 -1.01E+00 + + 731 ++ 2.51E-01 1.07E+04 2.24E-01 7.44E-01 -5.20E-01 -9.69E-01 + + 732 ++ 2.51E-01 1.07E+04 1.17E-01 3.62E-01 -2.45E-01 -6.06E-01 + + 733 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 734 ++ 1.93E-01 1.07E+04 4.72E-01 8.93E-01 -4.21E-01 -5.83E-01 + + 735 ++ 1.93E-01 1.07E+04 1.68E+00 2.37E+00 -6.95E-01 -1.86E-01 + + 736 ++ 1.93E-01 1.07E+04 2.35E+00 2.66E+00 -3.13E-01 2.91E-01 + + 737 ++ 1.93E-01 1.07E+04 1.36E+00 2.31E+00 -9.45E-01 -4.77E-01 + + 738 ++ 1.93E-01 1.07E+04 5.44E-01 1.65E+00 -1.10E+00 -1.18E+00 + + 739 ++ 1.93E-01 1.07E+04 3.65E-01 8.17E-01 -4.52E-01 -7.22E-01 + + 740 ++ 1.93E-01 1.07E+04 1.50E-01 3.96E-01 -2.46E-01 -7.18E-01 + + 741 ++ 1.93E-01 1.07E+04 9.71E-02 1.30E-01 -3.32E-02 2.17E-01 + + 742 ++ 1.93E-01 1.07E+04 5.59E-02 4.59E-02 1.00E-02 5.99E-01 + + 743 ++ 1.24E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 744 ++ 1.24E-01 1.07E+04 9.78E-01 8.32E-01 1.46E-01 4.71E-01 + + 745 ++ 1.24E-01 1.07E+04 1.35E+00 2.39E+00 -1.05E+00 -1.24E+00 + + 746 ++ 1.24E-01 1.07E+04 2.19E+00 2.65E+00 -4.53E-01 -5.38E-01 + + 747 ++ 1.24E-01 1.07E+04 4.34E+00 2.28E+00 2.06E+00 2.41E+00 + + 748 ++ 1.24E-01 1.07E+04 1.79E+00 1.59E+00 2.02E-01 2.20E-01 + + 749 ++ 1.24E-01 1.07E+04 2.38E-01 7.47E-01 -5.09E-01 -2.24E+00 + + 750 ++ 1.24E-01 1.07E+04 5.68E-01 3.66E-01 2.02E-01 8.03E-01 + + 751 ++ 1.24E-01 1.07E+04 2.36E-01 1.20E-01 1.16E-01 7.38E-01 + + 752 ++ 1.24E-01 1.07E+04 2.71E-01 4.07E-02 2.30E-01 4.33E+00 + + 753 ++ 4.02E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 754 ++ 4.02E-01 1.07E+04 1.04E+00 1.16E+00 -1.11E-01 6.55E-03 + + 755 ++ 4.02E-01 1.07E+04 3.28E+00 2.25E+00 1.02E+00 1.53E+00 + + 756 ++ 4.02E-01 1.07E+04 1.04E+00 2.66E+00 -1.62E+00 -1.30E+00 + + 757 ++ 4.02E-01 1.07E+04 2.17E+00 2.36E+00 -1.94E-01 2.23E-01 + + 758 ++ 4.02E-01 1.07E+04 2.08E-01 1.67E+00 -1.46E+00 -1.83E+00 + + 759 ++ 4.02E-01 1.07E+04 9.75E-02 8.03E-01 -7.06E-01 -1.24E+00 + + 760 ++ 4.02E-01 1.07E+04 5.02E-02 3.84E-01 -3.33E-01 -4.34E-01 + + 761 ++ 1.74E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 762 ++ 1.74E-01 1.07E+04 7.09E-01 7.73E-01 -6.31E-02 -2.97E-01 + + 763 ++ 1.74E-01 1.07E+04 2.89E+00 2.58E+00 3.08E-01 2.55E-01 + + 764 ++ 1.74E-01 1.07E+04 3.18E+00 2.64E+00 5.46E-01 5.28E-01 + + 765 ++ 1.74E-01 1.07E+04 2.41E+00 2.22E+00 1.88E-01 2.82E-01 + + 766 ++ 1.74E-01 1.07E+04 4.89E-01 1.50E+00 -1.01E+00 -1.68E+00 + + 767 ++ 1.74E-01 1.07E+04 2.96E-01 7.30E-01 -4.35E-01 -1.03E+00 + + 768 ++ 1.74E-01 1.07E+04 1.40E-01 3.54E-01 -2.14E-01 -6.42E-01 + + 769 ++ 1.74E-01 1.07E+04 1.72E-01 1.19E-01 5.33E-02 1.56E+00 + + 770 ++ 1.74E-01 1.07E+04 9.09E-02 4.14E-02 4.95E-02 1.57E+00 + + 771 ++ 2.82E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 772 ++ 2.82E-01 1.07E+04 2.33E+00 2.11E+00 2.23E-01 -2.46E-01 + + 773 ++ 2.82E-01 1.07E+04 4.62E+00 2.65E+00 1.97E+00 1.55E+00 + + 774 ++ 2.82E-01 1.07E+04 3.70E+00 2.59E+00 1.11E+00 7.55E-01 + + 775 ++ 2.82E-01 1.07E+04 1.90E+00 2.22E+00 -3.14E-01 -7.13E-01 + + 776 ++ 2.82E-01 1.07E+04 8.36E-01 1.54E+00 -7.09E-01 -1.35E+00 + + 777 ++ 2.82E-01 1.07E+04 2.62E-01 7.45E-01 -4.83E-01 -1.17E+00 + + 778 ++ 2.82E-01 1.07E+04 1.29E-01 3.58E-01 -2.29E-01 -4.05E-01 + + 779 ++ 2.82E-01 1.07E+04 1.03E-01 1.20E-01 -1.71E-02 1.11E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 780 ++ 2.82E-01 1.07E+04 6.93E-02 4.09E-02 2.84E-02 1.59E+00 + + 781 ++ 2.85E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 782 ++ 2.85E-01 1.07E+04 2.07E+00 1.21E+00 8.59E-01 7.57E-01 + + 783 ++ 2.85E-01 1.07E+04 2.79E+00 2.34E+00 4.54E-01 -4.81E-01 + + 784 ++ 2.85E-01 1.07E+04 5.12E+00 2.65E+00 2.47E+00 1.58E+00 + + 785 ++ 2.85E-01 1.07E+04 3.55E+00 2.31E+00 1.24E+00 6.57E-01 + + 786 ++ 2.85E-01 1.07E+04 1.57E+00 1.56E+00 1.86E-03 -5.29E-01 + + 787 ++ 2.85E-01 1.07E+04 3.26E-01 7.55E-01 -4.29E-01 -1.33E+00 + + 788 ++ 2.85E-01 1.07E+04 1.45E-01 3.66E-01 -2.21E-01 -5.39E-01 + + 789 ++ 2.85E-01 1.07E+04 7.30E-02 1.25E-01 -5.21E-02 6.26E-01 + + 790 ++ 2.85E-01 1.07E+04 1.38E-01 4.40E-02 9.41E-02 3.12E+00 + + 791 ++ 1.16E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 792 ++ 1.16E-01 1.07E+04 3.93E-01 7.29E-01 -3.35E-01 -8.28E-01 + + 793 ++ 1.16E-01 1.07E+04 1.33E+00 2.24E+00 -9.03E-01 -8.90E-01 + + 794 ++ 1.16E-01 1.07E+04 2.92E+00 2.61E+00 3.10E-01 4.89E-01 + + 795 ++ 1.16E-01 1.07E+04 3.24E+00 2.39E+00 8.51E-01 1.11E+00 + + 796 ++ 1.16E-01 1.07E+04 1.14E+00 1.65E+00 -5.10E-01 -8.57E-01 + + 797 ++ 1.16E-01 1.07E+04 8.16E-01 8.15E-01 4.53E-04 -3.64E-01 + + 798 ++ 1.16E-01 1.07E+04 5.90E-01 4.01E-01 1.88E-01 2.82E-01 + + 799 ++ 1.16E-01 1.07E+04 3.22E-01 1.34E-01 1.88E-01 1.01E+00 + + 800 ++ 1.16E-01 1.07E+04 2.48E-01 4.65E-02 2.01E-01 2.98E+00 + + 801 ++ 2.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 802 ++ 2.97E-01 1.07E+04 1.27E+00 1.15E+00 1.13E-01 6.15E-01 + + 803 ++ 2.97E-01 1.07E+04 2.22E+00 2.52E+00 -3.01E-01 7.25E-02 + + 804 ++ 2.97E-01 1.07E+04 1.89E+00 2.66E+00 -7.66E-01 -3.66E-01 + + 805 ++ 2.97E-01 1.07E+04 1.36E+00 2.36E+00 -9.99E-01 -7.00E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 806 ++ 2.97E-01 1.07E+04 1.10E+00 1.68E+00 -5.82E-01 -3.94E-01 + + 807 ++ 2.97E-01 1.07E+04 2.67E-01 8.18E-01 -5.51E-01 -9.62E-01 + + 808 ++ 2.97E-01 1.07E+04 6.82E-02 3.87E-01 -3.18E-01 -7.76E-01 + + 809 ++ 9.16E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 810 ++ 9.16E-02 1.07E+04 7.18E-01 1.15E+00 -4.34E-01 -2.58E-01 + + 811 ++ 9.16E-02 1.07E+04 1.82E+00 2.48E+00 -6.59E-01 -1.77E-01 + + 812 ++ 9.16E-02 1.07E+04 2.01E+00 2.65E+00 -6.37E-01 -1.86E-01 + + 813 ++ 9.16E-02 1.07E+04 1.56E+00 2.28E+00 -7.22E-01 -5.15E-01 + + 814 ++ 9.16E-02 1.07E+04 1.85E+00 1.59E+00 2.57E-01 5.08E-01 + + 815 ++ 9.16E-02 1.07E+04 1.26E+00 7.73E-01 4.92E-01 8.50E-01 + + 816 ++ 9.16E-02 1.07E+04 6.82E-01 3.74E-01 3.08E-01 1.51E-02 + + 817 ++ 9.16E-02 1.07E+04 4.35E-01 1.28E-01 3.07E-01 1.31E+00 + + 818 ++ 9.16E-02 1.07E+04 3.18E-01 4.40E-02 2.74E-01 3.55E+00 + + 819 ++ 3.55E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 820 ++ 3.55E-01 1.07E+04 1.03E+00 8.18E-01 2.15E-01 6.76E-01 + + 821 ++ 3.55E-01 1.07E+04 2.84E+00 2.49E+00 3.58E-01 4.83E-01 + + 822 ++ 3.55E-01 1.07E+04 2.49E+00 2.62E+00 -1.27E-01 2.66E-02 + + 823 ++ 3.55E-01 1.07E+04 1.63E+00 2.23E+00 -6.02E-01 -4.92E-01 + + 824 ++ 3.55E-01 1.07E+04 5.36E-01 1.58E+00 -1.04E+00 -1.39E+00 + + 825 ++ 3.55E-01 1.07E+04 1.15E-01 7.63E-01 -6.48E-01 -1.25E+00 + + 826 ++ 3.55E-01 1.07E+04 8.53E-02 3.70E-01 -2.85E-01 -2.06E-01 + + 827 ++ 3.24E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 828 ++ 3.24E-01 1.07E+04 1.53E+00 7.03E-01 8.25E-01 1.77E+00 + + 829 ++ 3.24E-01 1.07E+04 4.31E+00 2.17E+00 2.14E+00 1.56E+00 + + 830 ++ 3.24E-01 1.07E+04 3.71E+00 2.65E+00 1.06E+00 9.87E-02 + + 831 ++ 3.24E-01 1.07E+04 3.32E+00 2.36E+00 9.60E-01 2.67E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 832 ++ 3.24E-01 1.07E+04 1.56E+00 1.62E+00 -6.38E-02 -6.11E-01 + + 833 ++ 3.24E-01 1.07E+04 7.68E-02 7.80E-01 -7.03E-01 -2.03E+00 + + 834 ++ 3.24E-01 1.07E+04 1.16E-01 3.79E-01 -2.62E-01 -3.20E-01 + + 835 ++ 3.24E-01 1.07E+04 9.84E-02 1.25E-01 -2.69E-02 1.55E+00 + + 836 ++ 3.24E-01 1.07E+04 1.07E-01 4.24E-02 6.44E-02 2.88E+00 + + 837 ++ 1.35E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 838 ++ 1.35E-01 1.07E+04 6.42E-01 6.70E-01 -2.76E-02 -5.29E-01 + + 839 ++ 1.35E-01 1.07E+04 2.45E+00 2.58E+00 -1.39E-01 -5.85E-01 + + 840 ++ 1.35E-01 1.07E+04 3.59E+00 2.62E+00 9.72E-01 5.79E-01 + + 841 ++ 1.35E-01 1.07E+04 4.17E+00 2.28E+00 1.88E+00 1.86E+00 + + 842 ++ 1.35E-01 1.07E+04 1.43E+00 1.64E+00 -2.03E-01 -7.33E-01 + + 843 ++ 1.35E-01 1.07E+04 7.34E-01 7.93E-01 -5.85E-02 -4.82E-01 + + 844 ++ 1.35E-01 1.07E+04 3.83E-01 4.02E-01 -1.94E-02 -3.76E-01 + + 845 ++ 1.35E-01 1.07E+04 1.73E-01 1.35E-01 3.86E-02 1.68E-01 + + 846 ++ 1.35E-01 1.07E+04 2.44E-01 4.57E-02 1.98E-01 3.96E+00 + + 847 ++ 3.12E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 848 ++ 3.12E-01 1.07E+04 3.21E+00 1.58E+00 1.63E+00 1.74E+00 + + 849 ++ 3.12E-01 1.07E+04 4.31E+00 2.55E+00 1.77E+00 9.90E-01 + + 850 ++ 3.12E-01 1.07E+04 4.49E+00 2.62E+00 1.87E+00 1.16E+00 + + 851 ++ 3.12E-01 1.07E+04 1.82E+00 2.18E+00 -3.61E-01 -1.08E+00 + + 852 ++ 3.12E-01 1.07E+04 4.78E-01 1.51E+00 -1.04E+00 -2.15E+00 + + 853 ++ 3.12E-01 1.07E+04 1.99E-01 7.26E-01 -5.27E-01 -1.13E+00 + + 854 ++ 3.12E-01 1.07E+04 1.50E-01 3.57E-01 -2.07E-01 3.16E-01 + + 855 ++ 3.12E-01 1.07E+04 8.57E-02 1.20E-01 -3.44E-02 1.67E+00 + + 856 ++ 1.12E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 857 ++ 1.12E-01 1.07E+04 9.81E-02 8.59E-02 1.22E-02 3.71E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 858 ++ 1.12E-01 1.07E+04 2.05E+00 2.36E+00 -3.08E-01 -4.87E-01 + + 859 ++ 1.12E-01 1.07E+04 2.97E+00 2.66E+00 3.12E-01 1.69E-01 + + 860 ++ 1.12E-01 1.07E+04 3.23E+00 2.35E+00 8.76E-01 8.55E-01 + + 861 ++ 1.12E-01 1.07E+04 1.83E+00 1.64E+00 1.98E-01 1.06E-01 + + 862 ++ 1.12E-01 1.07E+04 7.54E-01 7.92E-01 -3.73E-02 -5.94E-01 + + 863 ++ 1.12E-01 1.07E+04 6.13E-01 3.93E-01 2.20E-01 6.68E-01 + + 864 ++ 1.12E-01 1.07E+04 1.36E-01 1.33E-01 2.70E-03 -1.07E+00 + + 865 ++ 1.12E-01 1.07E+04 3.35E-01 4.62E-02 2.89E-01 5.29E+00 + + 866 ++ 1.35E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 867 ++ 1.35E-01 1.07E+04 7.76E-01 9.17E-01 -1.40E-01 1.85E-03 + + 868 ++ 1.35E-01 1.07E+04 1.77E+00 2.25E+00 -4.83E-01 -2.64E-01 + + 869 ++ 1.35E-01 1.07E+04 2.73E+00 2.66E+00 6.78E-02 3.62E-01 + + 870 ++ 1.35E-01 1.07E+04 2.12E+00 2.35E+00 -2.33E-01 1.08E-02 + + 871 ++ 1.35E-01 1.07E+04 7.24E-01 1.60E+00 -8.77E-01 -1.33E+00 + + 872 ++ 1.35E-01 1.07E+04 9.02E-01 7.69E-01 1.34E-01 4.93E-01 + + 873 ++ 1.35E-01 1.07E+04 3.66E-01 3.64E-01 1.95E-03 -3.35E-01 + + 874 ++ 1.35E-01 1.07E+04 2.36E-01 1.22E-01 1.14E-01 9.06E-01 + + 875 ++ 1.35E-01 1.07E+04 1.42E-01 4.21E-02 9.97E-02 1.56E+00 + + 876 ++ 1.59E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 877 ++ 1.59E-01 1.07E+04 6.34E-01 7.01E-01 -6.73E-02 -8.66E-01 + + 878 ++ 1.59E-01 1.07E+04 3.89E+00 2.37E+00 1.52E+00 1.15E+00 + + 879 ++ 1.59E-01 1.07E+04 3.10E+00 2.66E+00 4.36E-01 -1.10E-01 + + 880 ++ 1.59E-01 1.07E+04 3.25E+00 2.34E+00 9.06E-01 5.57E-01 + + 881 ++ 1.59E-01 1.07E+04 1.90E+00 1.60E+00 2.97E-01 1.50E-01 + + 882 ++ 1.59E-01 1.07E+04 4.88E-01 8.03E-01 -3.15E-01 -1.18E+00 + + 883 ++ 1.59E-01 1.07E+04 3.34E-01 3.97E-01 -6.30E-02 -2.56E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 884 ++ 1.59E-01 1.07E+04 1.70E-01 1.36E-01 3.40E-02 6.48E-01 + + 885 ++ 1.59E-01 1.07E+04 1.81E-01 4.75E-02 1.34E-01 2.97E+00 + + 886 ++ 1.48E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 887 ++ 1.48E-01 1.07E+04 8.61E-01 4.86E-01 3.75E-01 1.13E+00 + + 888 ++ 1.48E-01 1.07E+04 3.70E+00 1.98E+00 1.72E+00 1.47E+00 + + 889 ++ 1.48E-01 1.07E+04 3.96E+00 2.65E+00 1.31E+00 5.56E-01 + + 890 ++ 1.48E-01 1.07E+04 3.18E+00 2.42E+00 7.56E-01 1.39E-01 + + 891 ++ 1.48E-01 1.07E+04 1.65E+00 1.75E+00 -9.35E-02 -7.10E-01 + + 892 ++ 1.48E-01 1.07E+04 4.41E-01 8.38E-01 -3.97E-01 -1.42E+00 + + 893 ++ 1.48E-01 1.07E+04 2.85E-01 4.04E-01 -1.19E-01 -5.01E-01 + + 894 ++ 1.48E-01 1.07E+04 3.05E-01 1.39E-01 1.66E-01 2.46E+00 + + 895 ++ 1.48E-01 1.07E+04 2.49E-01 4.89E-02 2.00E-01 4.37E+00 + + 896 ++ 2.21E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 897 ++ 2.21E-01 1.07E+04 6.96E-01 1.84E+00 -1.14E+00 -1.01E+00 + + 898 ++ 2.21E-01 1.07E+04 1.81E+00 2.54E+00 -7.32E-01 -1.29E-01 + + 899 ++ 2.21E-01 1.07E+04 2.42E+00 2.62E+00 -2.03E-01 4.55E-01 + + 900 ++ 2.21E-01 1.07E+04 1.39E+00 2.30E+00 -9.15E-01 -4.02E-01 + +1TABLE NO. 1 + + + + LINE NO.KA Q DV PRED RES WRES + + 1 ++ 2.21E-01 1.07E+04 6.15E-01 1.57E+00 -9.59E-01 -9.64E-01 + + 2 ++ 2.21E-01 1.07E+04 2.41E-01 7.59E-01 -5.18E-01 -1.01E+00 + + 3 ++ 2.21E-01 1.07E+04 9.75E-02 3.69E-01 -2.71E-01 -8.89E-01 + + 4 ++ 2.21E-01 1.07E+04 8.01E-02 1.27E-01 -4.67E-02 1.40E-01 + + 5 ++ 2.21E-01 1.07E+04 6.57E-02 4.41E-02 2.16E-02 9.40E-01 + +1TABLE NO. 2 + + + + LINE NO.ID V2 V3 DV PRED RES WRES + + 1 ++ 3.10E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 2 ++ 3.20E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 3 ++ 3.30E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 4 ++ 3.40E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 5 ++ 3.50E+01 4.49E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 6 ++ 3.50E+01 4.49E-02 1.79E-01 5.95E-02 2.66E-02 3.30E-02 8.03E-01 + + 7 ++ 3.60E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 8 ++ 3.70E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 9 ++ 3.80E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 10 ++ 3.90E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 11 ++ 4.00E+01 4.47E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 12 ++ 4.00E+01 4.47E-02 1.79E-01 5.77E-02 2.65E-02 3.12E-02 7.60E-01 + + 13 ++ 4.10E+01 4.42E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 14 ++ 4.10E+01 4.42E-02 1.79E-01 5.34E-02 2.51E-02 2.83E-02 6.95E-01 + + 15 ++ 4.20E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 16 ++ 4.30E+01 4.61E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 17 ++ 4.30E+01 4.61E-02 1.79E-01 7.01E-02 2.64E-02 4.37E-02 1.06E+00 + + 18 ++ 4.40E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 19 ++ 4.50E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 20 ++ 4.60E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 21 ++ 4.70E+01 4.44E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 22 ++ 4.70E+01 4.44E-02 1.79E-01 5.30E-02 2.37E-02 2.93E-02 7.34E-01 + + 23 ++ 4.80E+01 4.46E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 24 ++ 4.80E+01 4.46E-02 1.79E-01 5.42E-02 2.25E-02 3.17E-02 7.98E-01 + + 25 ++ 4.90E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 26 ++ 5.00E+01 4.44E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 27 ++ 5.00E+01 4.44E-02 1.79E-01 5.54E-02 2.47E-02 3.08E-02 7.56E-01 + + 28 ++ 5.10E+01 5.18E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 29 ++ 5.10E+01 5.18E-02 1.79E-01 6.18E-02 2.66E-02 3.52E-02 7.84E-01 + + 30 ++ 5.10E+01 5.18E-02 1.79E-01 8.72E-02 2.34E-02 6.38E-02 1.56E+00 + + 31 ++ 5.20E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 32 ++ 5.30E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 33 ++ 5.40E+01 4.53E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 34 ++ 5.40E+01 4.53E-02 1.79E-01 6.11E-02 2.33E-02 3.78E-02 9.49E-01 + + 35 ++ 5.50E+01 4.50E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 36 ++ 5.50E+01 4.50E-02 1.79E-01 5.89E-02 2.34E-02 3.54E-02 8.88E-01 + + 37 ++ 5.60E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 38 ++ 5.70E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 39 ++ 5.80E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 40 ++ 5.90E+01 5.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 41 ++ 5.90E+01 5.20E-02 1.79E-01 6.52E-02 2.65E-02 3.86E-02 8.69E-01 + + 42 ++ 5.90E+01 5.20E-02 1.79E-01 8.55E-02 2.37E-02 6.18E-02 1.51E+00 + + 43 ++ 6.00E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 44 ++ 6.10E+01 5.03E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 45 ++ 6.10E+01 5.03E-02 1.79E-01 6.33E-02 3.32E-02 3.01E-02 4.96E-01 + + 46 ++ 6.10E+01 5.03E-02 1.79E-01 7.37E-02 7.95E-02 -5.77E-03 -6.28E-01 + + 47 ++ 6.10E+01 5.03E-02 1.79E-01 1.90E-01 8.86E-02 1.01E-01 1.51E+00 + + 48 ++ 6.10E+01 5.03E-02 1.79E-01 1.33E-01 8.05E-02 5.26E-02 6.42E-01 + + 49 ++ 6.20E+01 4.27E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 50 ++ 6.20E+01 4.27E-02 1.79E-01 9.72E-02 8.28E-02 1.43E-02 1.92E-01 + + 51 ++ 6.20E+01 4.27E-02 1.79E-01 8.45E-02 8.76E-02 -3.18E-03 -1.70E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 52 ++ 6.20E+01 4.27E-02 1.79E-01 9.98E-02 7.69E-02 2.29E-02 4.01E-01 + + 53 ++ 6.30E+01 3.82E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 54 ++ 6.30E+01 3.82E-02 1.79E-01 7.56E-02 8.45E-02 -8.96E-03 -2.61E-02 + + 55 ++ 6.30E+01 3.82E-02 1.79E-01 6.27E-02 8.83E-02 -2.57E-02 -3.61E-01 + + 56 ++ 6.30E+01 3.82E-02 1.79E-01 6.35E-02 7.69E-02 -1.33E-02 -1.52E-01 + + 57 ++ 6.40E+01 4.01E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 58 ++ 6.40E+01 4.01E-02 1.79E-01 7.90E-02 7.29E-02 6.09E-03 1.86E-01 + + 59 ++ 6.40E+01 4.01E-02 1.79E-01 6.55E-02 8.86E-02 -2.32E-02 -4.09E-01 + + 60 ++ 6.40E+01 4.01E-02 1.79E-01 6.19E-02 5.59E-02 5.98E-03 1.70E-01 + + 61 ++ 6.50E+01 4.17E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 62 ++ 6.50E+01 4.17E-02 1.79E-01 7.98E-02 8.87E-02 -8.90E-03 -2.07E-01 + + 63 ++ 6.50E+01 4.17E-02 1.79E-01 9.54E-02 7.74E-02 1.80E-02 3.60E-01 + + 64 ++ 6.60E+01 3.85E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 65 ++ 6.60E+01 3.85E-02 1.79E-01 5.35E-02 8.70E-02 -3.35E-02 -5.11E-01 + + 66 ++ 6.60E+01 3.85E-02 1.79E-01 7.88E-02 8.62E-02 -7.42E-03 9.90E-03 + + 67 ++ 6.70E+01 3.77E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 68 ++ 6.70E+01 3.77E-02 1.79E-01 5.66E-02 8.82E-02 -3.16E-02 -4.50E-01 + + 69 ++ 6.70E+01 3.77E-02 1.79E-01 6.19E-02 7.55E-02 -1.36E-02 -1.36E-01 + + 70 ++ 6.80E+01 4.50E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 71 ++ 6.80E+01 4.50E-02 1.79E-01 6.76E-02 5.28E-02 1.48E-02 1.02E-01 + + 72 ++ 6.80E+01 4.50E-02 1.79E-01 1.19E-01 8.52E-02 3.39E-02 3.63E-01 + + 73 ++ 6.80E+01 4.50E-02 1.79E-01 1.33E-01 8.81E-02 4.52E-02 5.86E-01 + + 74 ++ 6.80E+01 4.50E-02 1.79E-01 9.24E-02 7.42E-02 1.82E-02 1.32E-01 + + 75 ++ 6.80E+01 4.50E-02 1.79E-01 5.75E-02 5.17E-02 5.76E-03 -1.37E-02 + + 76 ++ 6.90E+01 4.38E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 77 ++ 6.90E+01 4.38E-02 1.79E-01 9.65E-02 4.87E-02 4.78E-02 9.84E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 78 ++ 6.90E+01 4.38E-02 1.79E-01 9.13E-02 8.03E-02 1.10E-02 3.77E-03 + + 79 ++ 6.90E+01 4.38E-02 1.79E-01 9.51E-02 8.86E-02 6.49E-03 -1.01E-01 + + 80 ++ 6.90E+01 4.38E-02 1.79E-01 1.04E-01 7.90E-02 2.47E-02 3.25E-01 + + 81 ++ 7.00E+01 4.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 82 ++ 7.00E+01 4.19E-02 1.79E-01 5.05E-02 4.48E-02 5.76E-03 1.11E-01 + + 83 ++ 7.00E+01 4.19E-02 1.79E-01 6.54E-02 8.55E-02 -2.02E-02 -4.58E-01 + + 84 ++ 7.00E+01 4.19E-02 1.79E-01 1.16E-01 8.70E-02 2.91E-02 5.47E-01 + + 85 ++ 7.00E+01 4.19E-02 1.79E-01 7.95E-02 7.68E-02 2.72E-03 1.80E-02 + + 86 ++ 7.10E+01 4.48E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 87 ++ 7.10E+01 4.48E-02 1.79E-01 7.76E-02 5.76E-02 2.00E-02 2.67E-01 + + 88 ++ 7.10E+01 4.48E-02 1.79E-01 1.19E-01 8.36E-02 3.56E-02 4.90E-01 + + 89 ++ 7.10E+01 4.48E-02 1.79E-01 8.50E-02 8.83E-02 -3.31E-03 -3.11E-01 + + 90 ++ 7.10E+01 4.48E-02 1.79E-01 1.13E-01 7.64E-02 3.66E-02 5.83E-01 + + 91 ++ 7.20E+01 4.90E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 92 ++ 7.20E+01 4.90E-02 1.79E-01 7.38E-02 4.11E-02 3.27E-02 6.06E-01 + + 93 ++ 7.20E+01 4.90E-02 1.79E-01 6.92E-02 7.31E-02 -3.84E-03 -3.94E-01 + + 94 ++ 7.20E+01 4.90E-02 1.79E-01 1.29E-01 8.84E-02 4.02E-02 4.68E-01 + + 95 ++ 7.20E+01 4.90E-02 1.79E-01 1.08E-01 7.98E-02 2.86E-02 2.95E-01 + + 96 ++ 7.20E+01 4.90E-02 1.79E-01 1.05E-01 5.51E-02 4.97E-02 9.83E-01 + + 97 ++ 7.30E+01 4.99E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 98 ++ 7.30E+01 4.99E-02 1.79E-01 8.57E-02 7.57E-02 9.94E-03 -1.17E-01 + + 99 ++ 7.30E+01 4.99E-02 1.79E-01 1.15E-01 8.85E-02 2.65E-02 1.79E-01 + + 100 ++ 7.30E+01 4.99E-02 1.79E-01 1.35E-01 7.64E-02 5.84E-02 9.48E-01 + + 101 ++ 7.30E+01 4.99E-02 1.79E-01 9.42E-02 5.41E-02 4.01E-02 7.51E-01 + + 102 ++ 7.40E+01 5.31E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 103 ++ 7.40E+01 5.31E-02 1.79E-01 1.12E-01 7.63E-02 3.59E-02 8.26E-02 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 104 ++ 7.40E+01 5.31E-02 1.79E-01 1.78E-01 8.86E-02 8.92E-02 1.07E+00 + + 105 ++ 7.40E+01 5.31E-02 1.79E-01 1.73E-01 7.99E-02 9.28E-02 1.32E+00 + + 106 ++ 7.40E+01 5.31E-02 1.79E-01 8.10E-02 5.80E-02 2.30E-02 1.23E-01 + + 107 ++ 7.50E+01 5.17E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 108 ++ 7.50E+01 5.17E-02 1.79E-01 1.04E-01 7.92E-02 2.46E-02 -2.01E-02 + + 109 ++ 7.50E+01 5.17E-02 1.79E-01 1.42E-01 8.83E-02 5.39E-02 5.35E-01 + + 110 ++ 7.50E+01 5.17E-02 1.79E-01 1.81E-01 7.63E-02 1.05E-01 1.79E+00 + + 111 ++ 7.50E+01 5.17E-02 1.79E-01 5.20E-02 5.32E-02 -1.21E-03 -3.14E-01 + + 112 ++ 7.60E+01 4.25E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 113 ++ 7.60E+01 4.25E-02 1.79E-01 8.39E-02 7.54E-02 8.47E-03 7.13E-02 + + 114 ++ 7.60E+01 4.25E-02 1.79E-01 1.06E-01 8.86E-02 1.75E-02 2.38E-01 + + 115 ++ 7.60E+01 4.25E-02 1.79E-01 8.67E-02 7.83E-02 8.48E-03 8.05E-02 + + 116 ++ 7.70E+01 5.94E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 117 ++ 7.70E+01 5.94E-02 1.79E-01 1.36E-01 7.32E-02 6.28E-02 5.38E-01 + + 118 ++ 7.70E+01 5.94E-02 1.79E-01 1.54E-01 8.72E-02 6.64E-02 4.54E-01 + + 119 ++ 7.70E+01 5.94E-02 1.79E-01 2.22E-01 7.98E-02 1.42E-01 2.22E+00 + + 120 ++ 7.80E+01 3.82E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 121 ++ 7.80E+01 3.82E-02 1.79E-01 5.58E-02 8.72E-02 -3.14E-02 -4.60E-01 + + 122 ++ 7.80E+01 3.82E-02 1.79E-01 6.84E-02 8.03E-02 -1.19E-02 -9.48E-02 + + 123 ++ 7.80E+01 3.82E-02 1.79E-01 5.26E-02 5.50E-02 -2.36E-03 3.32E-02 + + 124 ++ 7.90E+01 4.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 125 ++ 7.90E+01 4.06E-02 1.79E-01 7.76E-02 6.11E-02 1.65E-02 3.35E-01 + + 126 ++ 7.90E+01 4.06E-02 1.79E-01 1.12E-01 8.66E-02 2.54E-02 4.68E-01 + + 127 ++ 7.90E+01 4.06E-02 1.79E-01 6.60E-02 8.66E-02 -2.06E-02 -4.64E-01 + + 128 ++ 7.90E+01 4.06E-02 1.79E-01 6.94E-02 7.49E-02 -5.56E-03 -1.54E-01 + + 129 ++ 8.00E+01 4.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 130 ++ 8.00E+01 4.06E-02 1.79E-01 5.58E-02 8.13E-02 -2.55E-02 -4.83E-01 + + 131 ++ 8.00E+01 4.06E-02 1.79E-01 1.01E-01 8.79E-02 1.36E-02 3.22E-01 + + 132 ++ 8.10E+01 5.91E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 133 ++ 8.10E+01 5.91E-02 1.79E-01 2.56E-01 8.16E-02 1.74E-01 2.34E+00 + + 134 ++ 8.10E+01 5.91E-02 1.79E-01 2.06E-01 8.87E-02 1.18E-01 1.06E+00 + + 135 ++ 8.10E+01 5.91E-02 1.79E-01 1.78E-01 7.92E-02 9.85E-02 9.55E-01 + + 136 ++ 8.10E+01 5.91E-02 1.79E-01 9.08E-02 5.25E-02 3.83E-02 3.00E-01 + + 137 ++ 8.20E+01 3.94E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 138 ++ 8.20E+01 3.94E-02 1.79E-01 5.44E-02 8.21E-02 -2.77E-02 -4.77E-01 + + 139 ++ 8.20E+01 3.94E-02 1.79E-01 1.05E-01 8.86E-02 1.61E-02 4.25E-01 + + 140 ++ 8.20E+01 3.94E-02 1.79E-01 5.90E-02 7.94E-02 -2.04E-02 -3.45E-01 + + 141 ++ 8.30E+01 4.95E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 142 ++ 8.30E+01 4.95E-02 1.79E-01 6.56E-02 4.88E-02 1.68E-02 4.11E-02 + + 143 ++ 8.30E+01 4.95E-02 1.79E-01 1.35E-01 8.46E-02 5.06E-02 5.25E-01 + + 144 ++ 8.30E+01 4.95E-02 1.79E-01 1.36E-01 8.68E-02 4.91E-02 4.99E-01 + + 145 ++ 8.30E+01 4.95E-02 1.79E-01 1.32E-01 7.37E-02 5.88E-02 8.67E-01 + + 146 ++ 8.30E+01 4.95E-02 1.79E-01 6.59E-02 5.17E-02 1.42E-02 9.00E-02 + + 147 ++ 8.40E+01 4.30E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 148 ++ 8.40E+01 4.30E-02 1.79E-01 9.62E-02 7.90E-02 1.72E-02 1.78E-01 + + 149 ++ 8.40E+01 4.30E-02 1.79E-01 1.26E-01 8.85E-02 3.75E-02 5.65E-01 + + 150 ++ 8.40E+01 4.30E-02 1.79E-01 8.12E-02 8.07E-02 5.13E-04 -1.58E-01 + + 151 ++ 8.40E+01 4.30E-02 1.79E-01 6.04E-02 5.50E-02 5.47E-03 3.50E-02 + + 152 ++ 8.50E+01 5.38E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 153 ++ 8.50E+01 5.38E-02 1.79E-01 1.74E-01 8.80E-02 8.59E-02 9.76E-01 + + 154 ++ 8.50E+01 5.38E-02 1.79E-01 1.58E-01 8.55E-02 7.25E-02 7.68E-01 + + 155 ++ 8.50E+01 5.38E-02 1.79E-01 1.41E-01 7.23E-02 6.90E-02 9.23E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 156 ++ 8.60E+01 4.63E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 157 ++ 8.60E+01 4.63E-02 1.79E-01 6.59E-02 7.38E-02 -7.89E-03 -4.29E-01 + + 158 ++ 8.60E+01 4.63E-02 1.79E-01 1.42E-01 8.85E-02 5.34E-02 7.96E-01 + + 159 ++ 8.60E+01 4.63E-02 1.79E-01 1.16E-01 7.89E-02 3.72E-02 5.45E-01 + + 160 ++ 8.70E+01 4.80E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 161 ++ 8.70E+01 4.80E-02 1.79E-01 9.69E-02 7.75E-02 1.94E-02 7.05E-02 + + 162 ++ 8.70E+01 4.80E-02 1.79E-01 1.18E-01 8.86E-02 2.97E-02 2.41E-01 + + 163 ++ 8.70E+01 4.80E-02 1.79E-01 1.40E-01 7.81E-02 6.20E-02 1.01E+00 + + 164 ++ 8.80E+01 4.65E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 165 ++ 8.80E+01 4.65E-02 1.79E-01 5.62E-02 4.59E-02 1.03E-02 6.09E-02 + + 166 ++ 8.80E+01 4.65E-02 1.79E-01 1.18E-01 8.42E-02 3.37E-02 4.14E-01 + + 167 ++ 8.80E+01 4.65E-02 1.79E-01 8.84E-02 8.80E-02 3.55E-04 -2.73E-01 + + 168 ++ 8.80E+01 4.65E-02 1.79E-01 1.32E-01 7.60E-02 5.58E-02 9.66E-01 + + 169 ++ 8.90E+01 4.17E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 170 ++ 8.90E+01 4.17E-02 1.79E-01 5.76E-02 5.41E-02 3.46E-03 7.40E-02 + + 171 ++ 9.00E+01 4.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 172 ++ 9.00E+01 4.19E-02 1.79E-01 5.41E-02 8.44E-02 -3.04E-02 -6.45E-01 + + 173 ++ 9.00E+01 4.19E-02 1.79E-01 1.24E-01 8.76E-02 3.69E-02 7.27E-01 + + 174 ++ 9.00E+01 4.19E-02 1.79E-01 7.59E-02 7.51E-02 7.44E-04 -5.10E-03 + + 175 ++ 9.10E+01 5.88E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 176 ++ 9.10E+01 5.88E-02 1.79E-01 2.57E-01 1.35E-01 1.22E-01 -2.52E-01 + + 177 ++ 9.10E+01 5.88E-02 1.79E-01 7.08E-01 2.51E-01 4.57E-01 2.28E+00 + + 178 ++ 9.10E+01 5.88E-02 1.79E-01 5.86E-01 2.66E-01 3.20E-01 8.37E-01 + + 179 ++ 9.10E+01 5.88E-02 1.79E-01 6.50E-01 2.30E-01 4.20E-01 2.58E+00 + + 180 ++ 9.10E+01 5.88E-02 1.79E-01 1.85E-01 1.63E-01 2.23E-02 -1.17E+00 + + 181 ++ 9.20E+01 4.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 182 ++ 9.20E+01 4.11E-02 1.79E-01 8.67E-02 1.42E-01 -5.56E-02 -5.05E-01 + + 183 ++ 9.20E+01 4.11E-02 1.79E-01 1.80E-01 2.56E-01 -7.62E-02 -4.02E-01 + + 184 ++ 9.20E+01 4.11E-02 1.79E-01 1.99E-01 2.63E-01 -6.38E-02 -2.96E-01 + + 185 ++ 9.20E+01 4.11E-02 1.79E-01 1.94E-01 2.23E-01 -2.96E-02 -6.44E-02 + + 186 ++ 9.20E+01 4.11E-02 1.79E-01 2.12E-01 1.59E-01 5.28E-02 9.36E-01 + + 187 ++ 9.20E+01 4.11E-02 1.79E-01 7.67E-02 7.86E-02 -1.82E-03 -1.32E-01 + + 188 ++ 9.30E+01 3.25E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 189 ++ 9.30E+01 3.25E-02 1.79E-01 1.76E-01 1.56E-01 2.01E-02 4.90E-01 + + 190 ++ 9.30E+01 3.25E-02 1.79E-01 2.79E-01 2.52E-01 2.70E-02 4.94E-01 + + 191 ++ 9.30E+01 3.25E-02 1.79E-01 1.91E-01 2.66E-01 -7.50E-02 -4.79E-01 + + 192 ++ 9.30E+01 3.25E-02 1.79E-01 1.85E-01 2.36E-01 -5.10E-02 -2.88E-01 + + 193 ++ 9.30E+01 3.25E-02 1.79E-01 5.51E-02 1.63E-01 -1.08E-01 -1.29E+00 + + 194 ++ 9.40E+01 3.52E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 195 ++ 9.40E+01 3.52E-02 1.79E-01 1.39E-01 1.99E-01 -6.05E-02 -3.03E-01 + + 196 ++ 9.40E+01 3.52E-02 1.79E-01 1.63E-01 2.61E-01 -9.86E-02 -5.27E-01 + + 197 ++ 9.40E+01 3.52E-02 1.79E-01 2.59E-01 2.44E-01 1.52E-02 5.76E-01 + + 198 ++ 9.40E+01 3.52E-02 1.79E-01 6.46E-02 1.68E-01 -1.04E-01 -1.13E+00 + + 199 ++ 9.50E+01 4.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 200 ++ 9.50E+01 4.06E-02 1.79E-01 5.69E-02 9.11E-02 -3.42E-02 -4.51E-01 + + 201 ++ 9.50E+01 4.06E-02 1.79E-01 1.11E-01 2.62E-01 -1.51E-01 -1.21E+00 + + 202 ++ 9.50E+01 4.06E-02 1.79E-01 3.59E-01 2.62E-01 9.70E-02 1.17E+00 + + 203 ++ 9.50E+01 4.06E-02 1.79E-01 2.00E-01 2.23E-01 -2.33E-02 -6.11E-02 + + 204 ++ 9.50E+01 4.06E-02 1.79E-01 1.26E-01 1.53E-01 -2.69E-02 -2.99E-01 + + 205 ++ 9.50E+01 4.06E-02 1.79E-01 7.35E-02 7.47E-02 -1.17E-03 -7.78E-02 + + 206 ++ 9.50E+01 4.06E-02 1.79E-01 6.30E-02 3.62E-02 2.67E-02 5.60E-01 + + 207 ++ 9.60E+01 3.81E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 208 ++ 9.60E+01 3.81E-02 1.79E-01 6.80E-02 1.03E-01 -3.50E-02 -4.01E-01 + + 209 ++ 9.60E+01 3.81E-02 1.79E-01 1.66E-01 2.43E-01 -7.75E-02 -5.03E-01 + + 210 ++ 9.60E+01 3.81E-02 1.79E-01 2.07E-01 2.66E-01 -5.94E-02 -2.76E-01 + + 211 ++ 9.60E+01 3.81E-02 1.79E-01 3.15E-01 2.36E-01 7.86E-02 1.13E+00 + + 212 ++ 9.60E+01 3.81E-02 1.79E-01 5.58E-02 1.61E-01 -1.05E-01 -1.31E+00 + + 213 ++ 9.70E+01 3.39E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 214 ++ 9.70E+01 3.39E-02 1.79E-01 1.92E-01 2.31E-01 -3.89E-02 -9.41E-02 + + 215 ++ 9.70E+01 3.39E-02 1.79E-01 2.31E-01 2.66E-01 -3.50E-02 -9.26E-03 + + 216 ++ 9.70E+01 3.39E-02 1.79E-01 1.78E-01 2.26E-01 -4.77E-02 -2.09E-01 + + 217 ++ 9.70E+01 3.39E-02 1.79E-01 8.06E-02 1.58E-01 -7.69E-02 -8.65E-01 + + 218 ++ 9.80E+01 6.31E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 219 ++ 9.80E+01 6.31E-02 1.79E-01 1.32E-01 1.19E-01 1.38E-02 4.24E-01 + + 220 ++ 9.80E+01 6.31E-02 1.79E-01 1.00E-01 2.38E-01 -1.37E-01 -1.31E+00 + + 221 ++ 9.80E+01 6.31E-02 1.79E-01 3.15E-01 2.66E-01 4.86E-02 5.29E-01 + + 222 ++ 9.80E+01 6.31E-02 1.79E-01 2.36E-01 2.28E-01 7.25E-03 2.38E-02 + + 223 ++ 9.80E+01 6.31E-02 1.79E-01 2.59E-01 1.60E-01 9.92E-02 1.19E+00 + + 224 ++ 9.80E+01 6.31E-02 1.79E-01 1.33E-01 7.82E-02 5.48E-02 5.63E-01 + + 225 ++ 9.80E+01 6.31E-02 1.79E-01 1.26E-01 3.89E-02 8.70E-02 1.57E+00 + + 226 ++ 9.80E+01 6.31E-02 1.79E-01 7.18E-02 1.33E-02 5.85E-02 1.20E+00 + + 227 ++ 9.80E+01 6.31E-02 1.79E-01 5.21E-02 4.51E-03 4.76E-02 1.11E+00 + + 228 ++ 9.90E+01 4.57E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 229 ++ 9.90E+01 4.57E-02 1.79E-01 1.20E-01 1.41E-01 -2.06E-02 -6.88E-01 + + 230 ++ 9.90E+01 4.57E-02 1.79E-01 3.69E-01 2.62E-01 1.07E-01 6.41E-01 + + 231 ++ 9.90E+01 4.57E-02 1.79E-01 3.89E-01 2.57E-01 1.32E-01 9.17E-01 + + 232 ++ 9.90E+01 4.57E-02 1.79E-01 1.93E-01 2.17E-01 -2.39E-02 -6.40E-01 + + 233 ++ 9.90E+01 4.57E-02 1.79E-01 1.91E-01 1.49E-01 4.20E-02 3.75E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 234 ++ 9.90E+01 4.57E-02 1.79E-01 8.72E-02 7.37E-02 1.36E-02 1.86E-01 + + 235 ++ 1.00E+02 3.28E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 236 ++ 1.00E+02 3.28E-02 1.79E-01 1.21E-01 2.00E-01 -7.89E-02 -3.82E-01 + + 237 ++ 1.00E+02 3.28E-02 1.79E-01 2.08E-01 2.64E-01 -5.62E-02 1.75E-02 + + 238 ++ 1.00E+02 3.28E-02 1.79E-01 1.17E-01 2.26E-01 -1.09E-01 -6.93E-01 + + 239 ++ 1.00E+02 3.28E-02 1.79E-01 9.80E-02 1.59E-01 -6.08E-02 -4.82E-01 + + 240 ++ 1.01E+02 3.83E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 241 ++ 1.01E+02 3.83E-02 1.79E-01 6.85E-02 6.35E-02 5.04E-03 -6.43E-02 + + 242 ++ 1.01E+02 3.83E-02 1.79E-01 2.95E-01 2.31E-01 6.34E-02 4.26E-01 + + 243 ++ 1.01E+02 3.83E-02 1.79E-01 3.90E-01 2.66E-01 1.24E-01 9.54E-01 + + 244 ++ 1.01E+02 3.83E-02 1.79E-01 1.88E-01 2.35E-01 -4.74E-02 -7.03E-01 + + 245 ++ 1.01E+02 3.83E-02 1.79E-01 1.32E-01 1.69E-01 -3.71E-02 -6.23E-01 + + 246 ++ 1.02E+02 4.40E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 247 ++ 1.02E+02 4.40E-02 1.79E-01 1.80E-01 1.03E-01 7.70E-02 4.17E-01 + + 248 ++ 1.02E+02 4.40E-02 1.79E-01 4.55E-01 2.53E-01 2.02E-01 8.75E-01 + + 249 ++ 1.02E+02 4.40E-02 1.79E-01 5.31E-01 2.65E-01 2.67E-01 1.48E+00 + + 250 ++ 1.02E+02 4.40E-02 1.79E-01 3.12E-01 2.27E-01 8.54E-02 -1.35E-02 + + 251 ++ 1.02E+02 4.40E-02 1.79E-01 1.41E-01 1.57E-01 -1.55E-02 -8.56E-01 + + 252 ++ 1.03E+02 4.30E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 253 ++ 1.03E+02 4.30E-02 1.79E-01 1.52E-01 2.01E-01 -4.97E-02 -3.79E-02 + + 254 ++ 1.03E+02 4.30E-02 1.79E-01 1.65E-01 2.65E-01 -1.00E-01 -4.45E-01 + + 255 ++ 1.03E+02 4.30E-02 1.79E-01 1.79E-01 2.39E-01 -6.04E-02 -1.89E-01 + + 256 ++ 1.03E+02 4.30E-02 1.79E-01 1.10E-01 1.63E-01 -5.33E-02 -5.32E-01 + + 257 ++ 1.03E+02 4.30E-02 1.79E-01 1.08E-01 8.05E-02 2.78E-02 4.64E-01 + + 258 ++ 1.03E+02 4.30E-02 1.79E-01 9.22E-02 3.77E-02 5.45E-02 1.09E+00 + + 259 ++ 1.03E+02 4.30E-02 1.79E-01 5.54E-02 4.56E-03 5.08E-02 1.25E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 260 ++ 1.04E+02 3.78E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 261 ++ 1.04E+02 3.78E-02 1.79E-01 1.60E-01 2.11E-01 -5.09E-02 -2.57E-01 + + 262 ++ 1.04E+02 3.78E-02 1.79E-01 2.15E-01 2.66E-01 -5.05E-02 -1.68E-01 + + 263 ++ 1.04E+02 3.78E-02 1.79E-01 1.73E-01 2.33E-01 -5.99E-02 -3.65E-01 + + 264 ++ 1.04E+02 3.78E-02 1.79E-01 1.61E-01 1.60E-01 1.47E-03 2.16E-01 + + 265 ++ 1.04E+02 3.78E-02 1.79E-01 8.04E-02 7.85E-02 1.96E-03 4.88E-02 + + 266 ++ 1.05E+02 4.83E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 267 ++ 1.05E+02 4.83E-02 1.79E-01 2.15E-01 7.84E-02 1.37E-01 1.98E+00 + + 268 ++ 1.05E+02 4.83E-02 1.79E-01 2.18E-01 2.39E-01 -2.03E-02 -1.37E+00 + + 269 ++ 1.05E+02 4.83E-02 1.79E-01 5.62E-01 2.66E-01 2.97E-01 1.73E+00 + + 270 ++ 1.05E+02 4.83E-02 1.79E-01 4.93E-01 2.25E-01 2.68E-01 2.02E+00 + + 271 ++ 1.05E+02 4.83E-02 1.79E-01 1.06E-01 1.55E-01 -4.84E-02 -1.41E+00 + + 272 ++ 1.06E+02 3.51E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 273 ++ 1.06E+02 3.51E-02 1.79E-01 1.63E-01 2.05E-01 -4.22E-02 -6.98E-03 + + 274 ++ 1.06E+02 3.51E-02 1.79E-01 1.44E-01 2.65E-01 -1.21E-01 -6.88E-01 + + 275 ++ 1.06E+02 3.51E-02 1.79E-01 1.69E-01 2.30E-01 -6.11E-02 -2.28E-01 + + 276 ++ 1.07E+02 3.59E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 277 ++ 1.07E+02 3.59E-02 1.79E-01 8.51E-02 6.48E-02 2.04E-02 4.97E-01 + + 278 ++ 1.07E+02 3.59E-02 1.79E-01 2.24E-01 2.22E-01 2.88E-03 1.14E-01 + + 279 ++ 1.07E+02 3.59E-02 1.79E-01 2.38E-01 2.66E-01 -2.77E-02 -1.63E-01 + + 280 ++ 1.07E+02 3.59E-02 1.79E-01 2.78E-01 2.40E-01 3.76E-02 5.23E-01 + + 281 ++ 1.07E+02 3.59E-02 1.79E-01 5.02E-02 1.69E-01 -1.19E-01 -1.53E+00 + + 282 ++ 1.08E+02 3.69E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 283 ++ 1.08E+02 3.69E-02 1.79E-01 2.29E-01 2.38E-01 -8.77E-03 3.28E-01 + + 284 ++ 1.08E+02 3.69E-02 1.79E-01 1.94E-01 2.66E-01 -7.17E-02 -2.74E-01 + + 285 ++ 1.08E+02 3.69E-02 1.79E-01 8.71E-02 2.37E-01 -1.50E-01 -1.22E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 286 ++ 1.08E+02 3.69E-02 1.79E-01 1.72E-01 1.62E-01 1.07E-02 4.41E-01 + + 287 ++ 1.08E+02 3.69E-02 1.79E-01 7.84E-02 8.02E-02 -1.86E-03 2.38E-02 + + 288 ++ 1.09E+02 4.53E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 289 ++ 1.09E+02 4.53E-02 1.79E-01 2.03E-01 2.35E-01 -3.22E-02 9.58E-02 + + 290 ++ 1.09E+02 4.53E-02 1.79E-01 1.27E-01 2.66E-01 -1.39E-01 -9.29E-01 + + 291 ++ 1.09E+02 4.53E-02 1.79E-01 1.96E-01 2.34E-01 -3.74E-02 -8.76E-02 + + 292 ++ 1.09E+02 4.53E-02 1.79E-01 1.72E-01 1.61E-01 1.08E-02 2.70E-01 + + 293 ++ 1.09E+02 4.53E-02 1.79E-01 1.45E-01 7.92E-02 6.63E-02 1.18E+00 + + 294 ++ 1.09E+02 4.53E-02 1.79E-01 6.77E-02 3.83E-02 2.93E-02 3.97E-01 + + 295 ++ 1.10E+02 3.66E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 296 ++ 1.10E+02 3.66E-02 1.79E-01 1.92E-01 1.45E-01 4.72E-02 6.33E-01 + + 297 ++ 1.10E+02 3.66E-02 1.79E-01 2.78E-01 2.39E-01 3.94E-02 3.35E-01 + + 298 ++ 1.10E+02 3.66E-02 1.79E-01 2.43E-01 2.65E-01 -2.21E-02 -2.70E-01 + + 299 ++ 1.10E+02 3.66E-02 1.79E-01 2.38E-01 2.40E-01 -1.85E-03 -5.74E-02 + + 300 ++ 1.10E+02 3.66E-02 1.79E-01 1.16E-01 1.60E-01 -4.44E-02 -6.27E-01 + + 301 ++ 1.11E+02 4.18E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 302 ++ 1.11E+02 4.18E-02 1.79E-01 1.17E-01 1.04E-01 1.27E-02 -7.38E-01 + + 303 ++ 1.11E+02 4.18E-02 1.79E-01 5.36E-01 2.34E-01 3.01E-01 2.09E+00 + + 304 ++ 1.11E+02 4.18E-02 1.79E-01 4.97E-01 2.65E-01 2.32E-01 1.16E+00 + + 305 ++ 1.11E+02 4.18E-02 1.79E-01 3.21E-01 2.41E-01 7.98E-02 -1.11E-01 + + 306 ++ 1.11E+02 4.18E-02 1.79E-01 1.30E-01 1.72E-01 -4.21E-02 -1.24E+00 + + 307 ++ 1.12E+02 4.37E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 308 ++ 1.12E+02 4.37E-02 1.79E-01 1.70E-01 1.21E-01 4.95E-02 1.63E-01 + + 309 ++ 1.12E+02 4.37E-02 1.79E-01 3.64E-01 2.58E-01 1.06E-01 3.12E-01 + + 310 ++ 1.12E+02 4.37E-02 1.79E-01 4.15E-01 2.60E-01 1.55E-01 8.30E-01 + + 311 ++ 1.12E+02 4.37E-02 1.79E-01 3.14E-01 2.18E-01 9.69E-02 5.14E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 312 ++ 1.12E+02 4.37E-02 1.79E-01 1.40E-01 1.49E-01 -8.82E-03 -5.26E-01 + + 313 ++ 1.12E+02 4.37E-02 1.79E-01 6.54E-02 7.34E-02 -7.96E-03 -1.59E-01 + + 314 ++ 1.13E+02 5.04E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 315 ++ 1.13E+02 5.04E-02 1.79E-01 1.51E-01 1.38E-01 1.29E-02 -5.08E-01 + + 316 ++ 1.13E+02 5.04E-02 1.79E-01 4.23E-01 2.61E-01 1.62E-01 8.16E-01 + + 317 ++ 1.13E+02 5.04E-02 1.79E-01 3.97E-01 2.51E-01 1.46E-01 7.50E-01 + + 318 ++ 1.13E+02 5.04E-02 1.79E-01 2.79E-01 2.19E-01 6.05E-02 8.34E-03 + + 319 ++ 1.13E+02 5.04E-02 1.79E-01 2.32E-01 1.55E-01 7.73E-02 6.34E-01 + + 320 ++ 1.14E+02 4.43E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 321 ++ 1.14E+02 4.43E-02 1.79E-01 1.63E-01 1.97E-01 -3.35E-02 -2.76E-01 + + 322 ++ 1.14E+02 4.43E-02 1.79E-01 1.17E-01 2.59E-01 -1.42E-01 -1.26E+00 + + 323 ++ 1.14E+02 4.43E-02 1.79E-01 3.70E-01 2.45E-01 1.24E-01 1.38E+00 + + 324 ++ 1.14E+02 4.43E-02 1.79E-01 1.75E-01 1.69E-01 6.10E-03 1.08E-01 + + 325 ++ 1.15E+02 3.53E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 326 ++ 1.15E+02 3.53E-02 1.79E-01 5.39E-02 7.84E-02 -2.45E-02 -4.58E-01 + + 327 ++ 1.15E+02 3.53E-02 1.79E-01 2.35E-01 2.30E-01 5.05E-03 1.40E-01 + + 328 ++ 1.15E+02 3.53E-02 1.79E-01 3.15E-01 2.65E-01 5.01E-02 5.80E-01 + + 329 ++ 1.15E+02 3.53E-02 1.79E-01 1.90E-01 2.31E-01 -4.09E-02 -3.25E-01 + + 330 ++ 1.15E+02 3.53E-02 1.79E-01 7.32E-02 1.59E-01 -8.58E-02 -1.12E+00 + + 331 ++ 1.16E+02 3.34E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 332 ++ 1.16E+02 3.34E-02 1.79E-01 1.28E-01 2.49E-01 -1.21E-01 -6.72E-01 + + 333 ++ 1.16E+02 3.34E-02 1.79E-01 1.99E-01 2.62E-01 -6.30E-02 -7.72E-02 + + 334 ++ 1.16E+02 3.34E-02 1.79E-01 1.88E-01 2.23E-01 -3.56E-02 1.05E-01 + + 335 ++ 1.16E+02 3.34E-02 1.79E-01 6.91E-02 1.56E-01 -8.72E-02 -9.11E-01 + + 336 ++ 1.17E+02 3.02E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 337 ++ 1.17E+02 3.02E-02 1.79E-01 8.37E-02 2.61E-01 -1.77E-01 -7.66E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 338 ++ 1.17E+02 3.02E-02 1.79E-01 1.55E-01 2.63E-01 -1.08E-01 -1.15E-01 + + 339 ++ 1.17E+02 3.02E-02 1.79E-01 6.35E-02 2.23E-01 -1.60E-01 -9.44E-01 + + 340 ++ 1.17E+02 3.02E-02 1.79E-01 8.57E-02 1.59E-01 -7.28E-02 -4.30E-01 + + 341 ++ 1.17E+02 3.02E-02 1.79E-01 5.25E-02 3.87E-02 1.38E-02 2.54E-01 + + 342 ++ 1.18E+02 3.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 343 ++ 1.18E+02 3.20E-02 1.79E-01 1.17E-01 1.65E-01 -4.77E-02 -8.09E-02 + + 344 ++ 1.18E+02 3.20E-02 1.79E-01 1.94E-01 2.51E-01 -5.66E-02 3.29E-02 + + 345 ++ 1.18E+02 3.20E-02 1.79E-01 1.95E-01 2.58E-01 -6.32E-02 -2.91E-02 + + 346 ++ 1.18E+02 3.20E-02 1.79E-01 5.03E-02 2.17E-01 -1.66E-01 -1.37E+00 + + 347 ++ 1.18E+02 3.20E-02 1.79E-01 1.01E-01 1.54E-01 -5.39E-02 -3.47E-01 + + 348 ++ 1.19E+02 3.46E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 349 ++ 1.19E+02 3.46E-02 1.79E-01 2.10E-01 2.34E-01 -2.39E-02 -9.73E-02 + + 350 ++ 1.19E+02 3.46E-02 1.79E-01 3.37E-01 2.65E-01 7.20E-02 8.62E-01 + + 351 ++ 1.19E+02 3.46E-02 1.79E-01 1.16E-01 2.33E-01 -1.17E-01 -1.09E+00 + + 352 ++ 1.19E+02 3.46E-02 1.79E-01 1.22E-01 1.64E-01 -4.11E-02 -3.98E-01 + + 353 ++ 1.19E+02 3.46E-02 1.79E-01 5.66E-02 8.05E-02 -2.39E-02 -3.25E-01 + 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-1.32E-01 -1.10E+00 + + 367 ++ 1.21E+02 3.87E-02 1.79E-01 1.07E-01 1.29E-01 -2.12E-02 1.22E-01 + + 368 ++ 1.21E+02 3.87E-02 1.79E-01 6.10E-02 4.25E-02 1.85E-02 8.66E-01 + + 369 ++ 1.22E+02 3.80E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 370 ++ 1.22E+02 3.80E-02 1.79E-01 2.42E-01 4.71E-01 -2.28E-01 -6.95E-01 + + 371 ++ 1.22E+02 3.80E-02 1.79E-01 3.66E-01 8.42E-01 -4.76E-01 -9.99E-01 + + 372 ++ 1.22E+02 3.80E-02 1.79E-01 8.18E-01 8.77E-01 -5.85E-02 3.15E-01 + + 373 ++ 1.22E+02 3.80E-02 1.79E-01 6.17E-01 7.45E-01 -1.28E-01 -1.11E-02 + + 374 ++ 1.22E+02 3.80E-02 1.79E-01 5.80E-01 5.03E-01 7.71E-02 7.84E-01 + + 375 ++ 1.22E+02 3.80E-02 1.79E-01 9.61E-02 2.31E-01 -1.35E-01 -1.47E+00 + + 376 ++ 1.22E+02 3.80E-02 1.79E-01 1.45E-01 1.11E-01 3.41E-02 3.77E-01 + + 377 ++ 1.22E+02 3.80E-02 1.79E-01 7.73E-02 3.77E-02 3.96E-02 6.73E-01 + + 378 ++ 1.23E+02 4.25E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 379 ++ 1.23E+02 4.25E-02 1.79E-01 4.11E-01 6.36E-01 -2.24E-01 -8.71E-01 + + 380 ++ 1.23E+02 4.25E-02 1.79E-01 1.25E+00 8.82E-01 3.64E-01 1.16E+00 + + 381 ++ 1.23E+02 4.25E-02 1.79E-01 6.77E-01 8.15E-01 -1.38E-01 -4.20E-01 + + 382 ++ 1.23E+02 4.25E-02 1.79E-01 5.41E-01 5.68E-01 -2.72E-02 -1.04E-01 + + 383 ++ 1.23E+02 4.25E-02 1.79E-01 2.24E-01 2.70E-01 -4.59E-02 -5.21E-01 + + 384 ++ 1.23E+02 4.25E-02 1.79E-01 1.59E-01 1.35E-01 2.46E-02 2.04E-01 + + 385 ++ 1.23E+02 4.25E-02 1.79E-01 8.58E-02 4.54E-02 4.04E-02 7.27E-01 + + 386 ++ 1.23E+02 4.25E-02 1.79E-01 5.90E-02 1.59E-02 4.31E-02 9.94E-01 + + 387 ++ 1.24E+02 3.38E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 388 ++ 1.24E+02 3.38E-02 1.79E-01 1.86E-01 1.76E-01 9.76E-03 2.39E-02 + + 389 ++ 1.24E+02 3.38E-02 1.79E-01 7.84E-01 7.98E-01 -1.37E-02 -1.16E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 390 ++ 1.24E+02 3.38E-02 1.79E-01 9.23E-01 8.82E-01 4.12E-02 8.14E-02 + + 391 ++ 1.24E+02 3.38E-02 1.79E-01 8.98E-01 7.58E-01 1.40E-01 5.02E-01 + + 392 ++ 1.24E+02 3.38E-02 1.79E-01 4.17E-01 5.35E-01 -1.19E-01 -5.35E-01 + + 393 ++ 1.24E+02 3.38E-02 1.79E-01 1.67E-01 2.66E-01 -9.85E-02 -6.61E-01 + + 394 ++ 1.24E+02 3.38E-02 1.79E-01 6.94E-02 1.29E-01 -5.91E-02 -4.83E-01 + + 395 ++ 1.24E+02 3.38E-02 1.79E-01 5.59E-02 4.58E-02 1.01E-02 6.34E-01 + + 396 ++ 1.25E+02 5.27E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 397 ++ 1.25E+02 5.27E-02 1.79E-01 4.19E-01 4.76E-01 -5.73E-02 -6.81E-01 + + 398 ++ 1.25E+02 5.27E-02 1.79E-01 1.47E+00 8.52E-01 6.19E-01 1.58E+00 + + 399 ++ 1.25E+02 5.27E-02 1.79E-01 8.21E-01 8.86E-01 -6.57E-02 -5.70E-01 + + 400 ++ 1.25E+02 5.27E-02 1.79E-01 1.08E+00 7.82E-01 3.01E-01 6.94E-01 + + 401 ++ 1.25E+02 5.27E-02 1.79E-01 5.11E-01 5.57E-01 -4.51E-02 -5.69E-01 + + 402 ++ 1.25E+02 5.27E-02 1.79E-01 2.88E-01 2.73E-01 1.53E-02 -1.63E-01 + + 403 ++ 1.25E+02 5.27E-02 1.79E-01 1.40E-01 1.37E-01 3.59E-03 -2.51E-01 + + 404 ++ 1.25E+02 5.27E-02 1.79E-01 1.21E-01 4.59E-02 7.53E-02 1.53E+00 + + 405 ++ 1.25E+02 5.27E-02 1.79E-01 1.03E-01 1.59E-02 8.69E-02 2.15E+00 + + 406 ++ 1.26E+02 4.21E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 407 ++ 1.26E+02 4.21E-02 1.79E-01 1.01E+00 5.47E-01 4.68E-01 9.22E-01 + + 408 ++ 1.26E+02 4.21E-02 1.79E-01 1.55E+00 8.74E-01 6.75E-01 8.94E-01 + + 409 ++ 1.26E+02 4.21E-02 1.79E-01 1.40E+00 8.70E-01 5.33E-01 5.34E-01 + + 410 ++ 1.26E+02 4.21E-02 1.79E-01 1.23E+00 7.43E-01 4.88E-01 8.03E-01 + + 411 ++ 1.26E+02 4.21E-02 1.79E-01 3.76E-01 5.00E-01 -1.24E-01 -1.31E+00 + + 412 ++ 1.26E+02 4.21E-02 1.79E-01 1.41E-01 2.42E-01 -1.01E-01 -7.12E-01 + + 413 ++ 1.26E+02 4.21E-02 1.79E-01 7.84E-02 1.18E-01 -3.98E-02 4.10E-01 + + 414 ++ 1.27E+02 8.66E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 415 ++ 1.27E+02 8.66E-02 1.79E-01 3.40E-01 4.74E-01 -1.34E-01 -9.81E-02 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 416 ++ 1.27E+02 8.66E-02 1.79E-01 3.98E-01 8.41E-01 -4.43E-01 -1.03E+00 + + 417 ++ 1.27E+02 8.66E-02 1.79E-01 7.70E-01 8.87E-01 -1.17E-01 -5.81E-02 + + 418 ++ 1.27E+02 8.66E-02 1.79E-01 1.05E+00 7.85E-01 2.62E-01 1.02E+00 + + 419 ++ 1.27E+02 8.66E-02 1.79E-01 8.19E-01 5.42E-01 2.77E-01 9.56E-01 + + 420 ++ 1.27E+02 8.66E-02 1.79E-01 3.65E-01 2.62E-01 1.03E-01 -1.06E+00 + + 421 ++ 1.27E+02 8.66E-02 1.79E-01 5.74E-01 1.26E-01 4.47E-01 4.00E+00 + + 422 ++ 1.27E+02 8.66E-02 1.79E-01 3.60E-01 4.28E-02 3.18E-01 4.58E+00 + + 423 ++ 1.27E+02 8.66E-02 1.79E-01 1.54E-01 1.44E-02 1.40E-01 2.13E+00 + + 424 ++ 1.28E+02 3.97E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 425 ++ 1.28E+02 3.97E-02 1.79E-01 3.43E-01 3.13E-01 3.06E-02 7.07E-01 + + 426 ++ 1.28E+02 3.97E-02 1.79E-01 5.03E-01 7.16E-01 -2.13E-01 -3.94E-01 + + 427 ++ 1.28E+02 3.97E-02 1.79E-01 5.07E-01 7.65E-01 -2.58E-01 -5.79E-01 + + 428 ++ 1.28E+02 3.97E-02 1.79E-01 5.06E-01 5.21E-01 -1.48E-02 1.92E-01 + + 429 ++ 1.28E+02 3.97E-02 1.79E-01 1.77E-01 2.48E-01 -7.03E-02 -7.33E-01 + + 430 ++ 1.28E+02 3.97E-02 1.79E-01 1.46E-01 1.19E-01 2.73E-02 2.26E-01 + + 431 ++ 1.28E+02 3.97E-02 1.79E-01 1.06E-01 4.00E-02 6.58E-02 1.27E+00 + + 432 ++ 1.28E+02 3.97E-02 1.79E-01 5.11E-02 1.40E-02 3.72E-02 7.92E-01 + + 433 ++ 1.29E+02 4.47E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 434 ++ 1.29E+02 4.47E-02 1.79E-01 2.23E-01 2.57E-01 -3.42E-02 -9.40E-01 + + 435 ++ 1.29E+02 4.47E-02 1.79E-01 1.23E+00 7.67E-01 4.58E-01 1.01E+00 + + 436 ++ 1.29E+02 4.47E-02 1.79E-01 1.01E+00 8.83E-01 1.23E-01 -1.85E-01 + + 437 ++ 1.29E+02 4.47E-02 1.79E-01 1.22E+00 7.59E-01 4.62E-01 1.15E+00 + + 438 ++ 1.29E+02 4.47E-02 1.79E-01 4.91E-01 5.13E-01 -2.17E-02 -5.15E-01 + + 439 ++ 1.29E+02 4.47E-02 1.79E-01 2.02E-01 2.47E-01 -4.53E-02 -5.65E-01 + + 440 ++ 1.29E+02 4.47E-02 1.79E-01 1.28E-01 1.21E-01 6.53E-03 2.43E-01 + + 441 ++ 1.29E+02 4.47E-02 1.79E-01 8.27E-02 1.38E-02 6.89E-02 1.93E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 442 ++ 1.30E+02 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 443 ++ 1.30E+02 4.20E-02 1.79E-01 2.04E-01 3.10E-01 -1.06E-01 -1.21E+00 + + 444 ++ 1.30E+02 4.20E-02 1.79E-01 1.10E+00 8.26E-01 2.73E-01 5.38E-01 + + 445 ++ 1.30E+02 4.20E-02 1.79E-01 1.22E+00 8.85E-01 3.38E-01 6.96E-01 + + 446 ++ 1.30E+02 4.20E-02 1.79E-01 9.08E-01 7.48E-01 1.60E-01 2.91E-01 + + 447 ++ 1.30E+02 4.20E-02 1.79E-01 4.76E-01 5.21E-01 -4.49E-02 -4.51E-01 + + 448 ++ 1.30E+02 4.20E-02 1.79E-01 1.91E-01 2.51E-01 -6.00E-02 -6.43E-01 + + 449 ++ 1.30E+02 4.20E-02 1.79E-01 1.09E-01 1.22E-01 -1.31E-02 -1.28E-01 + + 450 ++ 1.30E+02 4.20E-02 1.79E-01 7.26E-02 4.10E-02 3.16E-02 8.50E-01 + + 451 ++ 1.30E+02 4.20E-02 1.79E-01 6.64E-02 1.40E-02 5.25E-02 1.43E+00 + + 452 ++ 1.31E+02 6.55E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 453 ++ 1.31E+02 6.55E-02 1.79E-01 1.08E-01 2.01E-01 -9.30E-02 -3.36E-01 + + 454 ++ 1.31E+02 6.55E-02 1.79E-01 7.05E-01 8.44E-01 -1.39E-01 -4.00E-02 + + 455 ++ 1.31E+02 6.55E-02 1.79E-01 9.35E-01 8.68E-01 6.64E-02 5.22E-01 + + 456 ++ 1.31E+02 6.55E-02 1.79E-01 5.66E-01 7.27E-01 -1.62E-01 -4.30E-01 + + 457 ++ 1.31E+02 6.55E-02 1.79E-01 3.61E-01 4.95E-01 -1.34E-01 -9.62E-01 + + 458 ++ 1.31E+02 6.55E-02 1.79E-01 5.07E-01 2.38E-01 2.69E-01 1.66E+00 + + 459 ++ 1.31E+02 6.55E-02 1.79E-01 2.95E-01 1.14E-01 1.81E-01 1.09E+00 + + 460 ++ 1.31E+02 6.55E-02 1.79E-01 2.07E-01 3.81E-02 1.69E-01 2.35E+00 + + 461 ++ 1.31E+02 6.55E-02 1.79E-01 1.49E-01 1.29E-02 1.36E-01 2.67E+00 + + 462 ++ 1.32E+02 6.92E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 463 ++ 1.32E+02 6.92E-02 1.79E-01 5.92E-01 5.74E-01 1.83E-02 3.31E-02 + + 464 ++ 1.32E+02 6.92E-02 1.79E-01 6.04E-01 8.84E-01 -2.80E-01 -9.76E-01 + + 465 ++ 1.32E+02 6.92E-02 1.79E-01 1.21E+00 7.89E-01 4.26E-01 1.29E+00 + + 466 ++ 1.32E+02 6.92E-02 1.79E-01 8.33E-01 5.55E-01 2.78E-01 1.05E+00 + + 467 ++ 1.32E+02 6.92E-02 1.79E-01 2.66E-01 2.64E-01 2.68E-03 -8.02E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 468 ++ 1.32E+02 6.92E-02 1.79E-01 1.67E-01 1.25E-01 4.18E-02 -4.90E-01 + + 469 ++ 1.32E+02 6.92E-02 1.79E-01 2.59E-01 4.10E-02 2.18E-01 4.20E+00 + + 470 ++ 1.32E+02 6.92E-02 1.79E-01 1.16E-01 1.46E-02 1.01E-01 2.12E+00 + + 471 ++ 1.33E+02 3.22E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 472 ++ 1.33E+02 3.22E-02 1.79E-01 5.07E-01 5.10E-01 -2.98E-03 2.78E-01 + + 473 ++ 1.33E+02 3.22E-02 1.79E-01 3.41E-01 8.77E-01 -5.36E-01 -1.35E+00 + + 474 ++ 1.33E+02 3.22E-02 1.79E-01 1.01E+00 8.59E-01 1.47E-01 7.75E-01 + + 475 ++ 1.33E+02 3.22E-02 1.79E-01 6.22E-01 7.22E-01 -1.00E-01 -5.53E-02 + + 476 ++ 1.33E+02 3.22E-02 1.79E-01 4.32E-01 5.13E-01 -8.11E-02 -8.40E-02 + + 477 ++ 1.33E+02 3.22E-02 1.79E-01 8.60E-02 2.37E-01 -1.51E-01 -1.21E+00 + + 478 ++ 1.33E+02 3.22E-02 1.79E-01 9.65E-02 1.12E-01 -1.53E-02 1.58E-01 + + 479 ++ 1.34E+02 3.64E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 480 ++ 1.34E+02 3.64E-02 1.79E-01 3.96E-01 1.22E-01 2.73E-01 2.08E+00 + + 481 ++ 1.34E+02 3.64E-02 1.79E-01 2.55E+00 7.99E-01 1.75E+00 3.44E+00 + + 482 ++ 1.34E+02 3.64E-02 1.79E-01 2.39E+00 8.87E-01 1.50E+00 2.33E+00 + + 483 ++ 1.34E+02 3.64E-02 1.79E-01 1.10E+00 7.76E-01 3.26E-01 -8.30E-01 + + 484 ++ 1.34E+02 3.64E-02 1.79E-01 2.05E-01 5.43E-01 -3.37E-01 -2.99E+00 + + 485 ++ 1.35E+02 4.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 486 ++ 1.35E+02 4.11E-02 1.79E-01 2.56E-01 2.55E-01 7.85E-04 -1.31E+00 + + 487 ++ 1.35E+02 4.11E-02 1.79E-01 1.57E+00 8.16E-01 7.53E-01 1.29E+00 + + 488 ++ 1.35E+02 4.11E-02 1.79E-01 1.91E+00 8.76E-01 1.03E+00 2.09E+00 + + 489 ++ 1.35E+02 4.11E-02 1.79E-01 8.58E-01 7.44E-01 1.14E-01 -5.47E-01 + + 490 ++ 1.35E+02 4.11E-02 1.79E-01 4.24E-01 4.98E-01 -7.32E-02 -9.67E-01 + + 491 ++ 1.35E+02 4.11E-02 1.79E-01 1.34E-01 2.47E-01 -1.13E-01 -8.24E-01 + + 492 ++ 1.35E+02 4.11E-02 1.79E-01 7.18E-02 1.20E-01 -4.84E-02 2.25E-01 + + 493 ++ 1.36E+02 4.14E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 494 ++ 1.36E+02 4.14E-02 1.79E-01 2.29E-01 6.57E-01 -4.28E-01 -6.79E-01 + + 495 ++ 1.36E+02 4.14E-02 1.79E-01 1.88E-01 8.86E-01 -6.98E-01 -1.18E+00 + + 496 ++ 1.36E+02 4.14E-02 1.79E-01 5.96E-01 7.69E-01 -1.72E-01 2.51E-01 + + 497 ++ 1.36E+02 4.14E-02 1.79E-01 4.91E-01 5.42E-01 -5.03E-02 3.81E-01 + + 498 ++ 1.36E+02 4.14E-02 1.79E-01 1.36E-01 2.58E-01 -1.22E-01 -1.36E+00 + + 499 ++ 1.36E+02 4.14E-02 1.79E-01 2.32E-01 1.26E-01 1.05E-01 9.56E-01 + + 500 ++ 1.36E+02 4.14E-02 1.79E-01 1.27E-01 4.22E-02 8.49E-02 1.10E+00 + + 501 ++ 1.36E+02 4.14E-02 1.79E-01 8.10E-02 1.45E-02 6.65E-02 1.20E+00 + + 502 ++ 1.37E+02 3.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 503 ++ 1.37E+02 3.19E-02 1.79E-01 1.43E+00 7.86E-01 6.44E-01 1.68E+00 + + 504 ++ 1.37E+02 3.19E-02 1.79E-01 1.25E+00 8.87E-01 3.65E-01 6.61E-01 + + 505 ++ 1.37E+02 3.19E-02 1.79E-01 6.73E-01 7.72E-01 -9.96E-02 -6.84E-01 + + 506 ++ 1.37E+02 3.19E-02 1.79E-01 1.34E-01 5.31E-01 -3.96E-01 -2.11E+00 + + 507 ++ 1.38E+02 3.71E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 508 ++ 1.38E+02 3.71E-02 1.79E-01 2.41E-01 3.78E-01 -1.37E-01 -6.56E-02 + + 509 ++ 1.38E+02 3.71E-02 1.79E-01 4.90E-01 7.01E-01 -2.12E-01 1.04E-03 + + 510 ++ 1.38E+02 3.71E-02 1.79E-01 3.02E-01 8.64E-01 -5.62E-01 -9.88E-01 + + 511 ++ 1.38E+02 3.71E-02 1.79E-01 3.82E-01 8.01E-01 -4.19E-01 -7.36E-01 + + 512 ++ 1.38E+02 3.71E-02 1.79E-01 5.96E-01 5.67E-01 2.85E-02 6.78E-01 + + 513 ++ 1.38E+02 3.71E-02 1.79E-01 2.67E-01 2.72E-01 -4.97E-03 -2.84E-02 + + 514 ++ 1.38E+02 3.71E-02 1.79E-01 1.53E-01 1.30E-01 2.36E-02 -5.60E-02 + + 515 ++ 1.38E+02 3.71E-02 1.79E-01 5.07E-02 1.53E-02 3.54E-02 5.82E-01 + + 516 ++ 1.39E+02 7.59E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 517 ++ 1.39E+02 7.59E-02 1.79E-01 1.30E-01 3.37E-01 -2.06E-01 -1.22E+00 + + 518 ++ 1.39E+02 7.59E-02 1.79E-01 1.18E+00 8.75E-01 3.09E-01 9.86E-01 + + 519 ++ 1.39E+02 7.59E-02 1.79E-01 9.98E-01 8.66E-01 1.32E-01 3.72E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 520 ++ 1.39E+02 7.59E-02 1.79E-01 5.13E-01 7.49E-01 -2.36E-01 -1.04E+00 + + 521 ++ 1.39E+02 7.59E-02 1.79E-01 7.75E-01 5.29E-01 2.46E-01 7.67E-01 + + 522 ++ 1.39E+02 7.59E-02 1.79E-01 5.45E-01 2.59E-01 2.86E-01 1.29E+00 + + 523 ++ 1.39E+02 7.59E-02 1.79E-01 3.46E-01 1.23E-01 2.22E-01 1.24E+00 + + 524 ++ 1.39E+02 7.59E-02 1.79E-01 2.30E-01 4.15E-02 1.88E-01 2.41E+00 + + 525 ++ 1.39E+02 7.59E-02 1.79E-01 1.73E-01 1.39E-02 1.59E-01 3.09E+00 + + 526 ++ 1.40E+02 4.01E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 527 ++ 1.40E+02 4.01E-02 1.79E-01 4.80E-01 3.40E-01 1.40E-01 -2.16E-01 + + 528 ++ 1.40E+02 4.01E-02 1.79E-01 1.04E+00 7.13E-01 3.31E-01 7.67E-02 + + 529 ++ 1.40E+02 4.01E-02 1.79E-01 1.72E+00 8.87E-01 8.38E-01 1.49E+00 + + 530 ++ 1.40E+02 4.01E-02 1.79E-01 1.24E+00 7.75E-01 4.68E-01 7.04E-01 + + 531 ++ 1.40E+02 4.01E-02 1.79E-01 6.60E-01 5.36E-01 1.24E-01 1.01E-02 + + 532 ++ 1.40E+02 4.01E-02 1.79E-01 8.79E-02 2.66E-01 -1.78E-01 -1.56E+00 + + 533 ++ 1.40E+02 4.01E-02 1.79E-01 5.63E-02 1.34E-01 -7.80E-02 -3.33E-01 + + 534 ++ 1.40E+02 4.01E-02 1.79E-01 6.15E-02 1.58E-02 4.57E-02 1.80E+00 + + 535 ++ 1.41E+02 4.72E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 536 ++ 1.41E+02 4.72E-02 1.79E-01 5.81E-02 2.44E-01 -1.86E-01 -8.44E-01 + + 537 ++ 1.41E+02 4.72E-02 1.79E-01 3.52E-01 8.51E-01 -5.00E-01 -7.93E-01 + + 538 ++ 1.41E+02 4.72E-02 1.79E-01 6.67E-01 8.81E-01 -2.14E-01 7.28E-02 + + 539 ++ 1.41E+02 4.72E-02 1.79E-01 6.19E-01 7.78E-01 -1.59E-01 9.22E-02 + + 540 ++ 1.41E+02 4.72E-02 1.79E-01 3.51E-01 5.54E-01 -2.03E-01 -6.33E-01 + + 541 ++ 1.41E+02 4.72E-02 1.79E-01 3.60E-01 2.62E-01 9.82E-02 5.06E-01 + + 542 ++ 1.41E+02 4.72E-02 1.79E-01 2.77E-01 1.30E-01 1.47E-01 1.17E+00 + + 543 ++ 1.41E+02 4.72E-02 1.79E-01 8.83E-02 4.40E-02 4.43E-02 -1.96E-01 + + 544 ++ 1.41E+02 4.72E-02 1.79E-01 1.20E-01 1.55E-02 1.05E-01 2.00E+00 + + 545 ++ 1.42E+02 2.85E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 546 ++ 1.42E+02 2.85E-02 1.79E-01 3.43E-01 3.28E-01 1.48E-02 4.45E-01 + + 547 ++ 1.42E+02 2.85E-02 1.79E-01 7.84E-01 8.46E-01 -6.23E-02 1.56E-01 + + 548 ++ 1.42E+02 2.85E-02 1.79E-01 6.45E-01 8.84E-01 -2.39E-01 -3.65E-01 + + 549 ++ 1.42E+02 2.85E-02 1.79E-01 4.29E-01 7.64E-01 -3.36E-01 -8.15E-01 + + 550 ++ 1.42E+02 2.85E-02 1.79E-01 4.59E-01 5.26E-01 -6.71E-02 9.24E-02 + + 551 ++ 1.42E+02 2.85E-02 1.79E-01 1.02E-01 2.53E-01 -1.51E-01 -9.99E-01 + + 552 ++ 1.43E+02 6.31E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 553 ++ 1.43E+02 6.31E-02 1.79E-01 4.61E-01 5.69E-01 -1.08E-01 -5.29E-01 + + 554 ++ 1.43E+02 6.31E-02 1.79E-01 1.08E+00 8.55E-01 2.25E-01 6.25E-01 + + 555 ++ 1.43E+02 6.31E-02 1.79E-01 8.84E-01 8.82E-01 2.86E-03 -1.01E-01 + + 556 ++ 1.43E+02 6.31E-02 1.79E-01 7.30E-01 7.39E-01 -9.20E-03 -2.10E-01 + + 557 ++ 1.43E+02 6.31E-02 1.79E-01 8.44E-01 5.20E-01 3.24E-01 1.43E+00 + + 558 ++ 1.43E+02 6.31E-02 1.79E-01 1.95E-01 2.52E-01 -5.69E-02 -1.34E+00 + + 559 ++ 1.43E+02 6.31E-02 1.79E-01 2.06E-01 1.23E-01 8.27E-02 3.20E-01 + + 560 ++ 1.43E+02 6.31E-02 1.79E-01 2.45E-01 4.27E-02 2.02E-01 3.87E+00 + + 561 ++ 1.43E+02 6.31E-02 1.79E-01 7.15E-02 1.48E-02 5.66E-02 1.00E+00 + + 562 ++ 1.44E+02 5.89E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 563 ++ 1.44E+02 5.89E-02 1.79E-01 8.03E-01 6.63E-01 1.40E-01 1.58E-01 + + 564 ++ 1.44E+02 5.89E-02 1.79E-01 9.37E-01 8.86E-01 5.17E-02 -2.79E-01 + + 565 ++ 1.44E+02 5.89E-02 1.79E-01 9.82E-01 7.65E-01 2.16E-01 2.74E-01 + + 566 ++ 1.44E+02 5.89E-02 1.79E-01 9.87E-01 5.40E-01 4.47E-01 1.69E+00 + + 567 ++ 1.44E+02 5.89E-02 1.79E-01 4.12E-01 2.59E-01 1.53E-01 6.47E-01 + + 568 ++ 1.44E+02 5.89E-02 1.79E-01 1.63E-01 1.26E-01 3.70E-02 -3.96E-01 + + 569 ++ 1.44E+02 5.89E-02 1.79E-01 1.16E-01 4.24E-02 7.41E-02 1.05E+00 + + 570 ++ 1.44E+02 5.89E-02 1.79E-01 8.72E-02 1.45E-02 7.27E-02 1.56E+00 + + 571 ++ 1.45E+02 4.65E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 572 ++ 1.45E+02 4.65E-02 1.79E-01 8.69E-01 4.78E-01 3.92E-01 1.39E+00 + + 573 ++ 1.45E+02 4.65E-02 1.79E-01 7.86E-01 8.66E-01 -8.05E-02 -9.32E-01 + + 574 ++ 1.45E+02 4.65E-02 1.79E-01 1.56E+00 8.74E-01 6.88E-01 1.48E+00 + + 575 ++ 1.45E+02 4.65E-02 1.79E-01 9.16E-01 7.40E-01 1.76E-01 4.67E-02 + + 576 ++ 1.45E+02 4.65E-02 1.79E-01 5.92E-01 5.29E-01 6.28E-02 -1.43E-01 + + 577 ++ 1.45E+02 4.65E-02 1.79E-01 1.83E-01 2.54E-01 -7.10E-02 -7.87E-01 + + 578 ++ 1.45E+02 4.65E-02 1.79E-01 1.40E-01 1.22E-01 1.79E-02 5.94E-01 + + 579 ++ 1.45E+02 4.65E-02 1.79E-01 5.73E-02 4.07E-02 1.66E-02 7.78E-01 + + 580 ++ 1.46E+02 5.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 581 ++ 1.46E+02 5.11E-02 1.79E-01 1.35E+00 8.07E-01 5.42E-01 1.12E+00 + + 582 ++ 1.46E+02 5.11E-02 1.79E-01 1.07E+00 8.79E-01 1.87E-01 -8.23E-02 + + 583 ++ 1.46E+02 5.11E-02 1.79E-01 9.87E-01 7.16E-01 2.72E-01 4.23E-01 + + 584 ++ 1.46E+02 5.11E-02 1.79E-01 5.66E-01 4.92E-01 7.41E-02 -1.16E-01 + + 585 ++ 1.46E+02 5.11E-02 1.79E-01 2.55E-01 2.30E-01 2.53E-02 -1.79E-02 + + 586 ++ 1.46E+02 5.11E-02 1.79E-01 8.01E-02 3.95E-02 4.06E-02 9.91E-01 + + 587 ++ 1.46E+02 5.11E-02 1.79E-01 5.99E-02 1.38E-02 4.61E-02 1.25E+00 + + 588 ++ 1.47E+02 3.66E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 589 ++ 1.47E+02 3.66E-02 1.79E-01 1.21E-01 2.22E-01 -1.00E-01 -8.90E-01 + + 590 ++ 1.47E+02 3.66E-02 1.79E-01 6.87E-01 8.51E-01 -1.64E-01 -3.63E-01 + + 591 ++ 1.47E+02 3.66E-02 1.79E-01 9.71E-01 8.81E-01 8.98E-02 4.30E-01 + + 592 ++ 1.47E+02 3.66E-02 1.79E-01 7.50E-01 7.43E-01 6.38E-03 1.83E-01 + + 593 ++ 1.47E+02 3.66E-02 1.79E-01 4.12E-01 5.10E-01 -9.77E-02 -3.82E-01 + + 594 ++ 1.47E+02 3.66E-02 1.79E-01 2.08E-01 2.50E-01 -4.22E-02 -3.41E-01 + + 595 ++ 1.47E+02 3.66E-02 1.79E-01 1.06E-01 1.21E-01 -1.52E-02 -2.45E-01 + + 596 ++ 1.47E+02 3.66E-02 1.79E-01 7.40E-02 4.18E-02 3.22E-02 7.00E-01 + + 597 ++ 1.48E+02 4.84E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 598 ++ 1.48E+02 4.84E-02 1.79E-01 1.14E-01 1.48E-01 -3.45E-02 -5.99E-01 + + 599 ++ 1.48E+02 4.84E-02 1.79E-01 8.61E-01 7.73E-01 8.80E-02 1.45E-01 + + 600 ++ 1.48E+02 4.84E-02 1.79E-01 1.05E+00 8.84E-01 1.64E-01 3.33E-01 + + 601 ++ 1.48E+02 4.84E-02 1.79E-01 7.13E-01 7.65E-01 -5.22E-02 -3.65E-01 + 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1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 616 ++ 1.50E+02 2.68E-02 1.79E-01 1.98E-01 3.35E-01 -1.37E-01 -8.28E-01 + + 617 ++ 1.50E+02 2.68E-02 1.79E-01 9.14E-01 8.55E-01 5.94E-02 4.17E-01 + + 618 ++ 1.50E+02 2.68E-02 1.79E-01 8.27E-01 8.84E-01 -5.75E-02 7.28E-02 + + 619 ++ 1.50E+02 2.68E-02 1.79E-01 6.60E-01 7.52E-01 -9.19E-02 -2.79E-02 + + 620 ++ 1.50E+02 2.68E-02 1.79E-01 2.02E-01 5.11E-01 -3.09E-01 -1.26E+00 + + 621 ++ 1.50E+02 2.68E-02 1.79E-01 1.01E-01 2.43E-01 -1.42E-01 -8.36E-01 + + 622 ++ 1.51E+02 9.23E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 623 ++ 1.51E+02 9.23E-02 1.79E-01 2.43E-01 5.44E-01 -3.01E-01 -6.99E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 624 ++ 1.51E+02 9.23E-02 1.79E-01 1.79E+00 2.34E+00 -5.51E-01 -4.99E-01 + + 625 ++ 1.51E+02 9.23E-02 1.79E-01 2.73E+00 2.64E+00 9.47E-02 4.60E-02 + + 626 ++ 1.51E+02 9.23E-02 1.79E-01 3.10E+00 2.23E+00 8.72E-01 7.85E-01 + + 627 ++ 1.51E+02 9.23E-02 1.79E-01 2.55E+00 1.55E+00 1.00E+00 9.13E-01 + + 628 ++ 1.51E+02 9.23E-02 1.79E-01 2.34E+00 7.60E-01 1.58E+00 3.08E+00 + + 629 ++ 1.51E+02 9.23E-02 1.79E-01 1.09E+00 3.75E-01 7.13E-01 1.75E-02 + + 630 ++ 1.51E+02 9.23E-02 1.79E-01 6.28E-01 1.25E-01 5.03E-01 7.72E-01 + + 631 ++ 1.51E+02 9.23E-02 1.79E-01 7.40E-01 4.30E-02 6.97E-01 1.03E+01 + + 632 ++ 1.52E+02 5.14E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 633 ++ 1.52E+02 5.14E-02 1.79E-01 6.36E-01 8.11E-01 -1.75E-01 -1.74E-01 + + 634 ++ 1.52E+02 5.14E-02 1.79E-01 1.36E+00 1.84E+00 -4.74E-01 -3.78E-01 + + 635 ++ 1.52E+02 5.14E-02 1.79E-01 2.15E+00 2.66E+00 -5.03E-01 -2.73E-01 + + 636 ++ 1.52E+02 5.14E-02 1.79E-01 1.74E+00 2.36E+00 -6.28E-01 -5.62E-01 + + 637 ++ 1.52E+02 5.14E-02 1.79E-01 2.57E+00 1.63E+00 9.36E-01 1.62E+00 + + 638 ++ 1.52E+02 5.14E-02 1.79E-01 1.15E+00 7.68E-01 3.84E-01 8.35E-01 + + 639 ++ 1.52E+02 5.14E-02 1.79E-01 2.43E-01 3.75E-01 -1.32E-01 -2.01E+00 + + 640 ++ 1.52E+02 5.14E-02 1.79E-01 3.69E-01 1.27E-01 2.43E-01 1.86E+00 + + 641 ++ 1.52E+02 5.14E-02 1.79E-01 1.96E-01 4.37E-02 1.52E-01 2.07E+00 + + 642 ++ 1.53E+02 3.45E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 643 ++ 1.53E+02 3.45E-02 1.79E-01 1.79E+00 1.38E+00 4.08E-01 -7.30E-01 + + 644 ++ 1.53E+02 3.45E-02 1.79E-01 5.37E+00 2.28E+00 3.09E+00 2.28E+00 + + 645 ++ 1.53E+02 3.45E-02 1.79E-01 5.97E+00 2.66E+00 3.31E+00 2.14E+00 + + 646 ++ 1.53E+02 3.45E-02 1.79E-01 3.23E+00 2.36E+00 8.72E-01 -2.34E-02 + + 647 ++ 1.53E+02 3.45E-02 1.79E-01 2.78E-01 1.65E+00 -1.37E+00 -2.90E+00 + + 648 ++ 1.53E+02 3.45E-02 1.79E-01 1.02E-01 8.10E-01 -7.08E-01 -1.60E+00 + + 649 ++ 1.53E+02 3.45E-02 1.79E-01 9.70E-02 3.94E-01 -2.97E-01 2.15E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 650 ++ 1.53E+02 3.45E-02 1.79E-01 5.58E-02 4.56E-02 1.02E-02 2.44E+00 + + 651 ++ 1.54E+02 5.12E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 652 ++ 1.54E+02 5.12E-02 1.79E-01 1.65E-01 1.98E-01 -3.33E-02 3.82E-01 + + 653 ++ 1.54E+02 5.12E-02 1.79E-01 2.01E+00 2.27E+00 -2.59E-01 1.53E-01 + + 654 ++ 1.54E+02 5.12E-02 1.79E-01 1.56E+00 2.66E+00 -1.10E+00 -7.08E-01 + + 655 ++ 1.54E+02 5.12E-02 1.79E-01 1.98E+00 2.33E+00 -3.46E-01 -4.32E-02 + + 656 ++ 1.54E+02 5.12E-02 1.79E-01 1.56E+00 1.63E+00 -7.21E-02 9.99E-02 + + 657 ++ 1.54E+02 5.12E-02 1.79E-01 9.17E-01 7.80E-01 1.37E-01 2.04E-01 + + 658 ++ 1.54E+02 5.12E-02 1.79E-01 3.42E-01 3.89E-01 -4.61E-02 -1.22E+00 + + 659 ++ 1.54E+02 5.12E-02 1.79E-01 3.41E-01 1.29E-01 2.12E-01 1.31E+00 + + 660 ++ 1.54E+02 5.12E-02 1.79E-01 3.32E-01 4.26E-02 2.89E-01 4.95E+00 + + 661 ++ 1.55E+02 3.55E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 662 ++ 1.55E+02 3.55E-02 1.79E-01 4.20E-01 4.97E-01 -7.62E-02 9.82E-02 + + 663 ++ 1.55E+02 3.55E-02 1.79E-01 1.26E+00 2.36E+00 -1.10E+00 -8.43E-01 + + 664 ++ 1.55E+02 3.55E-02 1.79E-01 2.16E+00 2.66E+00 -5.00E-01 -1.10E-01 + + 665 ++ 1.55E+02 3.55E-02 1.79E-01 2.23E+00 2.35E+00 -1.23E-01 2.48E-01 + + 666 ++ 1.55E+02 3.55E-02 1.79E-01 1.55E+00 1.66E+00 -1.02E-01 1.82E-01 + + 667 ++ 1.55E+02 3.55E-02 1.79E-01 4.62E-01 8.16E-01 -3.54E-01 -1.01E+00 + + 668 ++ 1.55E+02 3.55E-02 1.79E-01 3.97E-01 3.91E-01 5.22E-03 7.09E-02 + + 669 ++ 1.55E+02 3.55E-02 1.79E-01 1.46E-01 1.31E-01 1.48E-02 3.84E-03 + + 670 ++ 1.55E+02 3.55E-02 1.79E-01 1.09E-01 4.56E-02 6.32E-02 1.12E+00 + + 671 ++ 1.56E+02 2.21E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 672 ++ 1.56E+02 2.21E-02 1.79E-01 1.07E-01 1.69E-01 -6.14E-02 -8.67E-01 + + 673 ++ 1.56E+02 2.21E-02 1.79E-01 1.93E+00 2.29E+00 -3.66E-01 -4.10E-01 + + 674 ++ 1.56E+02 2.21E-02 1.79E-01 3.17E+00 2.62E+00 5.47E-01 6.12E-01 + + 675 ++ 1.56E+02 2.21E-02 1.79E-01 2.76E+00 2.45E+00 3.09E-01 4.71E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 676 ++ 1.56E+02 2.21E-02 1.79E-01 8.13E-01 1.71E+00 -8.94E-01 -1.16E+00 + + 677 ++ 1.56E+02 2.21E-02 1.79E-01 1.23E-01 8.53E-01 -7.31E-01 -1.57E+00 + + 678 ++ 1.57E+02 6.69E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 679 ++ 1.57E+02 6.69E-02 1.79E-01 6.32E-01 3.91E-01 2.40E-01 1.80E-01 + + 680 ++ 1.57E+02 6.69E-02 1.79E-01 5.55E+00 2.46E+00 3.10E+00 2.09E+00 + + 681 ++ 1.57E+02 6.69E-02 1.79E-01 5.52E+00 2.64E+00 2.88E+00 1.72E+00 + + 682 ++ 1.57E+02 6.69E-02 1.79E-01 1.80E+00 2.26E+00 -4.52E-01 -1.72E+00 + + 683 ++ 1.57E+02 6.69E-02 1.79E-01 2.23E+00 1.57E+00 6.59E-01 3.24E-01 + + 684 ++ 1.57E+02 6.69E-02 1.79E-01 4.70E-01 7.66E-01 -2.96E-01 -1.26E+00 + + 685 ++ 1.57E+02 6.69E-02 1.79E-01 2.96E-01 3.75E-01 -7.93E-02 -1.58E-01 + + 686 ++ 1.57E+02 6.69E-02 1.79E-01 2.29E-01 1.27E-01 1.02E-01 2.04E+00 + + 687 ++ 1.57E+02 6.69E-02 1.79E-01 1.84E-01 4.43E-02 1.40E-01 3.52E+00 + + 688 ++ 1.58E+02 5.64E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 689 ++ 1.58E+02 5.64E-02 1.79E-01 6.07E-01 9.92E-01 -3.85E-01 -9.10E-01 + + 690 ++ 1.58E+02 5.64E-02 1.79E-01 1.28E+00 2.46E+00 -1.18E+00 -1.27E+00 + + 691 ++ 1.58E+02 5.64E-02 1.79E-01 4.02E+00 2.66E+00 1.37E+00 1.38E+00 + + 692 ++ 1.58E+02 5.64E-02 1.79E-01 2.00E+00 2.30E+00 -3.02E-01 -4.52E-01 + + 693 ++ 1.58E+02 5.64E-02 1.79E-01 2.64E+00 1.59E+00 1.04E+00 1.61E+00 + + 694 ++ 1.58E+02 5.64E-02 1.79E-01 1.16E+00 7.76E-01 3.89E-01 6.61E-01 + + 695 ++ 1.58E+02 5.64E-02 1.79E-01 3.61E-01 3.60E-01 6.12E-04 -1.27E+00 + + 696 ++ 1.58E+02 5.64E-02 1.79E-01 2.87E-01 1.24E-01 1.63E-01 7.18E-01 + + 697 ++ 1.58E+02 5.64E-02 1.79E-01 2.22E-01 4.21E-02 1.80E-01 2.74E+00 + + 698 ++ 1.59E+02 4.75E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 699 ++ 1.59E+02 4.75E-02 1.79E-01 1.05E+00 1.54E+00 -4.84E-01 -7.66E-01 + + 700 ++ 1.59E+02 4.75E-02 1.79E-01 2.58E+00 2.56E+00 2.20E-02 9.00E-02 + + 701 ++ 1.59E+02 4.75E-02 1.79E-01 2.33E+00 2.60E+00 -2.74E-01 -2.31E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 702 ++ 1.59E+02 4.75E-02 1.79E-01 2.05E+00 2.20E+00 -1.50E-01 -1.48E-01 + + 703 ++ 1.59E+02 4.75E-02 1.79E-01 2.49E+00 1.55E+00 9.41E-01 1.76E+00 + + 704 ++ 1.59E+02 4.75E-02 1.79E-01 5.67E-01 7.35E-01 -1.68E-01 -7.04E-01 + + 705 ++ 1.59E+02 4.75E-02 1.79E-01 1.27E-01 3.55E-01 -2.28E-01 -1.74E+00 + + 706 ++ 1.59E+02 4.75E-02 1.79E-01 1.92E-01 1.21E-01 7.13E-02 7.72E-01 + + 707 ++ 1.59E+02 4.75E-02 1.79E-01 1.80E-01 4.11E-02 1.39E-01 2.84E+00 + + 708 ++ 1.60E+02 2.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 709 ++ 1.60E+02 2.06E-02 1.79E-01 8.56E-01 8.81E-01 -2.46E-02 3.87E-01 + + 710 ++ 1.60E+02 2.06E-02 1.79E-01 6.79E-01 2.37E+00 -1.69E+00 -1.46E+00 + + 711 ++ 1.60E+02 2.06E-02 1.79E-01 3.87E+00 2.66E+00 1.21E+00 1.73E+00 + + 712 ++ 1.60E+02 2.06E-02 1.79E-01 1.04E+00 2.30E+00 -1.26E+00 -9.56E-01 + + 713 ++ 1.60E+02 2.06E-02 1.79E-01 4.20E-01 1.55E+00 -1.13E+00 -1.36E+00 + + 714 ++ 1.60E+02 2.06E-02 1.79E-01 1.23E-01 7.60E-01 -6.37E-01 -1.26E+00 + + 715 ++ 1.61E+02 6.95E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 716 ++ 1.61E+02 6.95E-02 1.79E-01 1.54E+00 6.91E-01 8.50E-01 2.80E+00 + + 717 ++ 1.61E+02 6.95E-02 1.79E-01 3.17E+00 2.57E+00 6.04E-01 1.83E-01 + + 718 ++ 1.61E+02 6.95E-02 1.79E-01 2.55E+00 2.58E+00 -2.81E-02 -5.14E-01 + + 719 ++ 1.61E+02 6.95E-02 1.79E-01 3.30E+00 2.16E+00 1.14E+00 9.25E-01 + + 720 ++ 1.61E+02 6.95E-02 1.79E-01 1.43E+00 1.47E+00 -4.37E-02 -7.65E-01 + + 721 ++ 1.61E+02 6.95E-02 1.79E-01 1.25E+00 7.12E-01 5.42E-01 1.12E+00 + + 722 ++ 1.61E+02 6.95E-02 1.79E-01 7.38E-01 3.43E-01 3.95E-01 1.50E+00 + + 723 ++ 1.61E+02 6.95E-02 1.79E-01 2.09E-01 1.13E-01 9.61E-02 -5.67E-02 + + 724 ++ 1.61E+02 6.95E-02 1.79E-01 2.30E-01 3.87E-02 1.92E-01 3.27E+00 + + 725 ++ 1.62E+02 2.04E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 726 ++ 1.62E+02 2.04E-02 1.79E-01 5.44E-01 1.71E+00 -1.16E+00 -1.12E+00 + + 727 ++ 1.62E+02 2.04E-02 1.79E-01 2.27E+00 2.65E+00 -3.84E-01 3.02E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 728 ++ 1.62E+02 2.04E-02 1.79E-01 1.98E+00 2.57E+00 -5.96E-01 8.37E-02 + + 729 ++ 1.62E+02 2.04E-02 1.79E-01 1.11E+00 2.19E+00 -1.07E+00 -6.10E-01 + + 730 ++ 1.62E+02 2.04E-02 1.79E-01 5.44E-01 1.54E+00 -9.96E-01 -1.01E+00 + + 731 ++ 1.62E+02 2.04E-02 1.79E-01 2.24E-01 7.44E-01 -5.20E-01 -9.69E-01 + + 732 ++ 1.62E+02 2.04E-02 1.79E-01 1.17E-01 3.62E-01 -2.45E-01 -6.06E-01 + + 733 ++ 1.63E+02 2.41E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 734 ++ 1.63E+02 2.41E-02 1.79E-01 4.72E-01 8.93E-01 -4.21E-01 -5.83E-01 + + 735 ++ 1.63E+02 2.41E-02 1.79E-01 1.68E+00 2.37E+00 -6.95E-01 -1.86E-01 + + 736 ++ 1.63E+02 2.41E-02 1.79E-01 2.35E+00 2.66E+00 -3.13E-01 2.91E-01 + + 737 ++ 1.63E+02 2.41E-02 1.79E-01 1.36E+00 2.31E+00 -9.45E-01 -4.77E-01 + + 738 ++ 1.63E+02 2.41E-02 1.79E-01 5.44E-01 1.65E+00 -1.10E+00 -1.18E+00 + + 739 ++ 1.63E+02 2.41E-02 1.79E-01 3.65E-01 8.17E-01 -4.52E-01 -7.22E-01 + + 740 ++ 1.63E+02 2.41E-02 1.79E-01 1.50E-01 3.96E-01 -2.46E-01 -7.18E-01 + + 741 ++ 1.63E+02 2.41E-02 1.79E-01 9.71E-02 1.30E-01 -3.32E-02 2.17E-01 + + 742 ++ 1.63E+02 2.41E-02 1.79E-01 5.59E-02 4.59E-02 1.00E-02 5.99E-01 + + 743 ++ 1.64E+02 6.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 744 ++ 1.64E+02 6.11E-02 1.79E-01 9.78E-01 8.32E-01 1.46E-01 4.71E-01 + + 745 ++ 1.64E+02 6.11E-02 1.79E-01 1.35E+00 2.39E+00 -1.05E+00 -1.24E+00 + + 746 ++ 1.64E+02 6.11E-02 1.79E-01 2.19E+00 2.65E+00 -4.53E-01 -5.38E-01 + + 747 ++ 1.64E+02 6.11E-02 1.79E-01 4.34E+00 2.28E+00 2.06E+00 2.41E+00 + + 748 ++ 1.64E+02 6.11E-02 1.79E-01 1.79E+00 1.59E+00 2.02E-01 2.20E-01 + + 749 ++ 1.64E+02 6.11E-02 1.79E-01 2.38E-01 7.47E-01 -5.09E-01 -2.24E+00 + + 750 ++ 1.64E+02 6.11E-02 1.79E-01 5.68E-01 3.66E-01 2.02E-01 8.03E-01 + + 751 ++ 1.64E+02 6.11E-02 1.79E-01 2.36E-01 1.20E-01 1.16E-01 7.38E-01 + + 752 ++ 1.64E+02 6.11E-02 1.79E-01 2.71E-01 4.07E-02 2.30E-01 4.33E+00 + + 753 ++ 1.65E+02 2.05E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 754 ++ 1.65E+02 2.05E-02 1.79E-01 1.04E+00 1.16E+00 -1.11E-01 6.55E-03 + + 755 ++ 1.65E+02 2.05E-02 1.79E-01 3.28E+00 2.25E+00 1.02E+00 1.53E+00 + + 756 ++ 1.65E+02 2.05E-02 1.79E-01 1.04E+00 2.66E+00 -1.62E+00 -1.30E+00 + + 757 ++ 1.65E+02 2.05E-02 1.79E-01 2.17E+00 2.36E+00 -1.94E-01 2.23E-01 + + 758 ++ 1.65E+02 2.05E-02 1.79E-01 2.08E-01 1.67E+00 -1.46E+00 -1.83E+00 + + 759 ++ 1.65E+02 2.05E-02 1.79E-01 9.75E-02 8.03E-01 -7.06E-01 -1.24E+00 + + 760 ++ 1.65E+02 2.05E-02 1.79E-01 5.02E-02 3.84E-01 -3.33E-01 -4.34E-01 + + 761 ++ 1.66E+02 3.89E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 762 ++ 1.66E+02 3.89E-02 1.79E-01 7.09E-01 7.73E-01 -6.31E-02 -2.97E-01 + + 763 ++ 1.66E+02 3.89E-02 1.79E-01 2.89E+00 2.58E+00 3.08E-01 2.55E-01 + + 764 ++ 1.66E+02 3.89E-02 1.79E-01 3.18E+00 2.64E+00 5.46E-01 5.28E-01 + + 765 ++ 1.66E+02 3.89E-02 1.79E-01 2.41E+00 2.22E+00 1.88E-01 2.82E-01 + + 766 ++ 1.66E+02 3.89E-02 1.79E-01 4.89E-01 1.50E+00 -1.01E+00 -1.68E+00 + + 767 ++ 1.66E+02 3.89E-02 1.79E-01 2.96E-01 7.30E-01 -4.35E-01 -1.03E+00 + + 768 ++ 1.66E+02 3.89E-02 1.79E-01 1.40E-01 3.54E-01 -2.14E-01 -6.42E-01 + + 769 ++ 1.66E+02 3.89E-02 1.79E-01 1.72E-01 1.19E-01 5.33E-02 1.56E+00 + + 770 ++ 1.66E+02 3.89E-02 1.79E-01 9.09E-02 4.14E-02 4.95E-02 1.57E+00 + + 771 ++ 1.67E+02 3.37E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 772 ++ 1.67E+02 3.37E-02 1.79E-01 2.33E+00 2.11E+00 2.23E-01 -2.46E-01 + + 773 ++ 1.67E+02 3.37E-02 1.79E-01 4.62E+00 2.65E+00 1.97E+00 1.55E+00 + + 774 ++ 1.67E+02 3.37E-02 1.79E-01 3.70E+00 2.59E+00 1.11E+00 7.55E-01 + + 775 ++ 1.67E+02 3.37E-02 1.79E-01 1.90E+00 2.22E+00 -3.14E-01 -7.13E-01 + + 776 ++ 1.67E+02 3.37E-02 1.79E-01 8.36E-01 1.54E+00 -7.09E-01 -1.35E+00 + + 777 ++ 1.67E+02 3.37E-02 1.79E-01 2.62E-01 7.45E-01 -4.83E-01 -1.17E+00 + + 778 ++ 1.67E+02 3.37E-02 1.79E-01 1.29E-01 3.58E-01 -2.29E-01 -4.05E-01 + + 779 ++ 1.67E+02 3.37E-02 1.79E-01 1.03E-01 1.20E-01 -1.71E-02 1.11E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 780 ++ 1.67E+02 3.37E-02 1.79E-01 6.93E-02 4.09E-02 2.84E-02 1.59E+00 + + 781 ++ 1.68E+02 4.00E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 782 ++ 1.68E+02 4.00E-02 1.79E-01 2.07E+00 1.21E+00 8.59E-01 7.57E-01 + + 783 ++ 1.68E+02 4.00E-02 1.79E-01 2.79E+00 2.34E+00 4.54E-01 -4.81E-01 + + 784 ++ 1.68E+02 4.00E-02 1.79E-01 5.12E+00 2.65E+00 2.47E+00 1.58E+00 + + 785 ++ 1.68E+02 4.00E-02 1.79E-01 3.55E+00 2.31E+00 1.24E+00 6.57E-01 + + 786 ++ 1.68E+02 4.00E-02 1.79E-01 1.57E+00 1.56E+00 1.86E-03 -5.29E-01 + + 787 ++ 1.68E+02 4.00E-02 1.79E-01 3.26E-01 7.55E-01 -4.29E-01 -1.33E+00 + + 788 ++ 1.68E+02 4.00E-02 1.79E-01 1.45E-01 3.66E-01 -2.21E-01 -5.39E-01 + + 789 ++ 1.68E+02 4.00E-02 1.79E-01 7.30E-02 1.25E-01 -5.21E-02 6.26E-01 + + 790 ++ 1.68E+02 4.00E-02 1.79E-01 1.38E-01 4.40E-02 9.41E-02 3.12E+00 + + 791 ++ 1.69E+02 5.14E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 792 ++ 1.69E+02 5.14E-02 1.79E-01 3.93E-01 7.29E-01 -3.35E-01 -8.28E-01 + + 793 ++ 1.69E+02 5.14E-02 1.79E-01 1.33E+00 2.24E+00 -9.03E-01 -8.90E-01 + + 794 ++ 1.69E+02 5.14E-02 1.79E-01 2.92E+00 2.61E+00 3.10E-01 4.89E-01 + + 795 ++ 1.69E+02 5.14E-02 1.79E-01 3.24E+00 2.39E+00 8.51E-01 1.11E+00 + + 796 ++ 1.69E+02 5.14E-02 1.79E-01 1.14E+00 1.65E+00 -5.10E-01 -8.57E-01 + + 797 ++ 1.69E+02 5.14E-02 1.79E-01 8.16E-01 8.15E-01 4.53E-04 -3.64E-01 + + 798 ++ 1.69E+02 5.14E-02 1.79E-01 5.90E-01 4.01E-01 1.88E-01 2.82E-01 + + 799 ++ 1.69E+02 5.14E-02 1.79E-01 3.22E-01 1.34E-01 1.88E-01 1.01E+00 + + 800 ++ 1.69E+02 5.14E-02 1.79E-01 2.48E-01 4.65E-02 2.01E-01 2.98E+00 + + 801 ++ 1.70E+02 2.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 802 ++ 1.70E+02 2.19E-02 1.79E-01 1.27E+00 1.15E+00 1.13E-01 6.15E-01 + + 803 ++ 1.70E+02 2.19E-02 1.79E-01 2.22E+00 2.52E+00 -3.01E-01 7.25E-02 + + 804 ++ 1.70E+02 2.19E-02 1.79E-01 1.89E+00 2.66E+00 -7.66E-01 -3.66E-01 + + 805 ++ 1.70E+02 2.19E-02 1.79E-01 1.36E+00 2.36E+00 -9.99E-01 -7.00E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 806 ++ 1.70E+02 2.19E-02 1.79E-01 1.10E+00 1.68E+00 -5.82E-01 -3.94E-01 + + 807 ++ 1.70E+02 2.19E-02 1.79E-01 2.67E-01 8.18E-01 -5.51E-01 -9.62E-01 + + 808 ++ 1.70E+02 2.19E-02 1.79E-01 6.82E-02 3.87E-01 -3.18E-01 -7.76E-01 + + 809 ++ 1.71E+02 5.43E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 810 ++ 1.71E+02 5.43E-02 1.79E-01 7.18E-01 1.15E+00 -4.34E-01 -2.58E-01 + + 811 ++ 1.71E+02 5.43E-02 1.79E-01 1.82E+00 2.48E+00 -6.59E-01 -1.77E-01 + + 812 ++ 1.71E+02 5.43E-02 1.79E-01 2.01E+00 2.65E+00 -6.37E-01 -1.86E-01 + + 813 ++ 1.71E+02 5.43E-02 1.79E-01 1.56E+00 2.28E+00 -7.22E-01 -5.15E-01 + + 814 ++ 1.71E+02 5.43E-02 1.79E-01 1.85E+00 1.59E+00 2.57E-01 5.08E-01 + + 815 ++ 1.71E+02 5.43E-02 1.79E-01 1.26E+00 7.73E-01 4.92E-01 8.50E-01 + + 816 ++ 1.71E+02 5.43E-02 1.79E-01 6.82E-01 3.74E-01 3.08E-01 1.51E-02 + + 817 ++ 1.71E+02 5.43E-02 1.79E-01 4.35E-01 1.28E-01 3.07E-01 1.31E+00 + + 818 ++ 1.71E+02 5.43E-02 1.79E-01 3.18E-01 4.40E-02 2.74E-01 3.55E+00 + + 819 ++ 1.72E+02 2.22E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 820 ++ 1.72E+02 2.22E-02 1.79E-01 1.03E+00 8.18E-01 2.15E-01 6.76E-01 + + 821 ++ 1.72E+02 2.22E-02 1.79E-01 2.84E+00 2.49E+00 3.58E-01 4.83E-01 + + 822 ++ 1.72E+02 2.22E-02 1.79E-01 2.49E+00 2.62E+00 -1.27E-01 2.66E-02 + + 823 ++ 1.72E+02 2.22E-02 1.79E-01 1.63E+00 2.23E+00 -6.02E-01 -4.92E-01 + + 824 ++ 1.72E+02 2.22E-02 1.79E-01 5.36E-01 1.58E+00 -1.04E+00 -1.39E+00 + + 825 ++ 1.72E+02 2.22E-02 1.79E-01 1.15E-01 7.63E-01 -6.48E-01 -1.25E+00 + + 826 ++ 1.72E+02 2.22E-02 1.79E-01 8.53E-02 3.70E-01 -2.85E-01 -2.06E-01 + + 827 ++ 1.73E+02 3.84E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 828 ++ 1.73E+02 3.84E-02 1.79E-01 1.53E+00 7.03E-01 8.25E-01 1.77E+00 + + 829 ++ 1.73E+02 3.84E-02 1.79E-01 4.31E+00 2.17E+00 2.14E+00 1.56E+00 + + 830 ++ 1.73E+02 3.84E-02 1.79E-01 3.71E+00 2.65E+00 1.06E+00 9.87E-02 + + 831 ++ 1.73E+02 3.84E-02 1.79E-01 3.32E+00 2.36E+00 9.60E-01 2.67E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 832 ++ 1.73E+02 3.84E-02 1.79E-01 1.56E+00 1.62E+00 -6.38E-02 -6.11E-01 + + 833 ++ 1.73E+02 3.84E-02 1.79E-01 7.68E-02 7.80E-01 -7.03E-01 -2.03E+00 + + 834 ++ 1.73E+02 3.84E-02 1.79E-01 1.16E-01 3.79E-01 -2.62E-01 -3.20E-01 + + 835 ++ 1.73E+02 3.84E-02 1.79E-01 9.84E-02 1.25E-01 -2.69E-02 1.55E+00 + + 836 ++ 1.73E+02 3.84E-02 1.79E-01 1.07E-01 4.24E-02 6.44E-02 2.88E+00 + + 837 ++ 1.74E+02 5.73E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 838 ++ 1.74E+02 5.73E-02 1.79E-01 6.42E-01 6.70E-01 -2.76E-02 -5.29E-01 + + 839 ++ 1.74E+02 5.73E-02 1.79E-01 2.45E+00 2.58E+00 -1.39E-01 -5.85E-01 + + 840 ++ 1.74E+02 5.73E-02 1.79E-01 3.59E+00 2.62E+00 9.72E-01 5.79E-01 + + 841 ++ 1.74E+02 5.73E-02 1.79E-01 4.17E+00 2.28E+00 1.88E+00 1.86E+00 + + 842 ++ 1.74E+02 5.73E-02 1.79E-01 1.43E+00 1.64E+00 -2.03E-01 -7.33E-01 + + 843 ++ 1.74E+02 5.73E-02 1.79E-01 7.34E-01 7.93E-01 -5.85E-02 -4.82E-01 + + 844 ++ 1.74E+02 5.73E-02 1.79E-01 3.83E-01 4.02E-01 -1.94E-02 -3.76E-01 + + 845 ++ 1.74E+02 5.73E-02 1.79E-01 1.73E-01 1.35E-01 3.86E-02 1.68E-01 + + 846 ++ 1.74E+02 5.73E-02 1.79E-01 2.44E-01 4.57E-02 1.98E-01 3.96E+00 + + 847 ++ 1.75E+02 3.69E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 848 ++ 1.75E+02 3.69E-02 1.79E-01 3.21E+00 1.58E+00 1.63E+00 1.74E+00 + + 849 ++ 1.75E+02 3.69E-02 1.79E-01 4.31E+00 2.55E+00 1.77E+00 9.90E-01 + + 850 ++ 1.75E+02 3.69E-02 1.79E-01 4.49E+00 2.62E+00 1.87E+00 1.16E+00 + + 851 ++ 1.75E+02 3.69E-02 1.79E-01 1.82E+00 2.18E+00 -3.61E-01 -1.08E+00 + + 852 ++ 1.75E+02 3.69E-02 1.79E-01 4.78E-01 1.51E+00 -1.04E+00 -2.15E+00 + + 853 ++ 1.75E+02 3.69E-02 1.79E-01 1.99E-01 7.26E-01 -5.27E-01 -1.13E+00 + + 854 ++ 1.75E+02 3.69E-02 1.79E-01 1.50E-01 3.57E-01 -2.07E-01 3.16E-01 + + 855 ++ 1.75E+02 3.69E-02 1.79E-01 8.57E-02 1.20E-01 -3.44E-02 1.67E+00 + + 856 ++ 1.76E+02 5.89E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 857 ++ 1.76E+02 5.89E-02 1.79E-01 9.81E-02 8.59E-02 1.22E-02 3.71E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 858 ++ 1.76E+02 5.89E-02 1.79E-01 2.05E+00 2.36E+00 -3.08E-01 -4.87E-01 + + 859 ++ 1.76E+02 5.89E-02 1.79E-01 2.97E+00 2.66E+00 3.12E-01 1.69E-01 + + 860 ++ 1.76E+02 5.89E-02 1.79E-01 3.23E+00 2.35E+00 8.76E-01 8.55E-01 + + 861 ++ 1.76E+02 5.89E-02 1.79E-01 1.83E+00 1.64E+00 1.98E-01 1.06E-01 + + 862 ++ 1.76E+02 5.89E-02 1.79E-01 7.54E-01 7.92E-01 -3.73E-02 -5.94E-01 + + 863 ++ 1.76E+02 5.89E-02 1.79E-01 6.13E-01 3.93E-01 2.20E-01 6.68E-01 + + 864 ++ 1.76E+02 5.89E-02 1.79E-01 1.36E-01 1.33E-01 2.70E-03 -1.07E+00 + + 865 ++ 1.76E+02 5.89E-02 1.79E-01 3.35E-01 4.62E-02 2.89E-01 5.29E+00 + + 866 ++ 1.77E+02 4.18E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 867 ++ 1.77E+02 4.18E-02 1.79E-01 7.76E-01 9.17E-01 -1.40E-01 1.85E-03 + + 868 ++ 1.77E+02 4.18E-02 1.79E-01 1.77E+00 2.25E+00 -4.83E-01 -2.64E-01 + + 869 ++ 1.77E+02 4.18E-02 1.79E-01 2.73E+00 2.66E+00 6.78E-02 3.62E-01 + + 870 ++ 1.77E+02 4.18E-02 1.79E-01 2.12E+00 2.35E+00 -2.33E-01 1.08E-02 + + 871 ++ 1.77E+02 4.18E-02 1.79E-01 7.24E-01 1.60E+00 -8.77E-01 -1.33E+00 + + 872 ++ 1.77E+02 4.18E-02 1.79E-01 9.02E-01 7.69E-01 1.34E-01 4.93E-01 + + 873 ++ 1.77E+02 4.18E-02 1.79E-01 3.66E-01 3.64E-01 1.95E-03 -3.35E-01 + + 874 ++ 1.77E+02 4.18E-02 1.79E-01 2.36E-01 1.22E-01 1.14E-01 9.06E-01 + + 875 ++ 1.77E+02 4.18E-02 1.79E-01 1.42E-01 4.21E-02 9.97E-02 1.56E+00 + + 876 ++ 1.78E+02 5.15E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 877 ++ 1.78E+02 5.15E-02 1.79E-01 6.34E-01 7.01E-01 -6.73E-02 -8.66E-01 + + 878 ++ 1.78E+02 5.15E-02 1.79E-01 3.89E+00 2.37E+00 1.52E+00 1.15E+00 + + 879 ++ 1.78E+02 5.15E-02 1.79E-01 3.10E+00 2.66E+00 4.36E-01 -1.10E-01 + + 880 ++ 1.78E+02 5.15E-02 1.79E-01 3.25E+00 2.34E+00 9.06E-01 5.57E-01 + + 881 ++ 1.78E+02 5.15E-02 1.79E-01 1.90E+00 1.60E+00 2.97E-01 1.50E-01 + + 882 ++ 1.78E+02 5.15E-02 1.79E-01 4.88E-01 8.03E-01 -3.15E-01 -1.18E+00 + + 883 ++ 1.78E+02 5.15E-02 1.79E-01 3.34E-01 3.97E-01 -6.30E-02 -2.56E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 884 ++ 1.78E+02 5.15E-02 1.79E-01 1.70E-01 1.36E-01 3.40E-02 6.48E-01 + + 885 ++ 1.78E+02 5.15E-02 1.79E-01 1.81E-01 4.75E-02 1.34E-01 2.97E+00 + + 886 ++ 1.79E+02 6.72E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 887 ++ 1.79E+02 6.72E-02 1.79E-01 8.61E-01 4.86E-01 3.75E-01 1.13E+00 + + 888 ++ 1.79E+02 6.72E-02 1.79E-01 3.70E+00 1.98E+00 1.72E+00 1.47E+00 + + 889 ++ 1.79E+02 6.72E-02 1.79E-01 3.96E+00 2.65E+00 1.31E+00 5.56E-01 + + 890 ++ 1.79E+02 6.72E-02 1.79E-01 3.18E+00 2.42E+00 7.56E-01 1.39E-01 + + 891 ++ 1.79E+02 6.72E-02 1.79E-01 1.65E+00 1.75E+00 -9.35E-02 -7.10E-01 + + 892 ++ 1.79E+02 6.72E-02 1.79E-01 4.41E-01 8.38E-01 -3.97E-01 -1.42E+00 + + 893 ++ 1.79E+02 6.72E-02 1.79E-01 2.85E-01 4.04E-01 -1.19E-01 -5.01E-01 + + 894 ++ 1.79E+02 6.72E-02 1.79E-01 3.05E-01 1.39E-01 1.66E-01 2.46E+00 + + 895 ++ 1.79E+02 6.72E-02 1.79E-01 2.49E-01 4.89E-02 2.00E-01 4.37E+00 + + 896 ++ 1.80E+02 2.23E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 897 ++ 1.80E+02 2.23E-02 1.79E-01 6.96E-01 1.84E+00 -1.14E+00 -1.01E+00 + + 898 ++ 1.80E+02 2.23E-02 1.79E-01 1.81E+00 2.54E+00 -7.32E-01 -1.29E-01 + + 899 ++ 1.80E+02 2.23E-02 1.79E-01 2.42E+00 2.62E+00 -2.03E-01 4.55E-01 + + 900 ++ 1.80E+02 2.23E-02 1.79E-01 1.39E+00 2.30E+00 -9.15E-01 -4.02E-01 + +1TABLE NO. 2 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 1 ++ 1.80E+02 2.23E-02 1.79E-01 6.15E-01 1.57E+00 -9.59E-01 -9.64E-01 + + 2 ++ 1.80E+02 2.23E-02 1.79E-01 2.41E-01 7.59E-01 -5.18E-01 -1.01E+00 + + 3 ++ 1.80E+02 2.23E-02 1.79E-01 9.75E-02 3.69E-01 -2.71E-01 -8.89E-01 + + 4 ++ 1.80E+02 2.23E-02 1.79E-01 8.01E-02 1.27E-01 -4.67E-02 1.40E-01 + + 5 ++ 1.80E+02 2.23E-02 1.79E-01 6.57E-02 4.41E-02 2.16E-02 9.40E-01 + + Elapsed finaloutput time in seconds: 0.07 + #CPUT: Total CPU Time in Seconds, 5.653 +Stop Time: +Sat Jul 27 04:54:58 PM EDT 2024 diff --git a/inst/examples/nonmem/xgxr018_res.txt b/inst/examples/nonmem/xgxr018_res.txt index f2465356..4fafc906 100644 --- a/inst/examples/nonmem/xgxr018_res.txt +++ b/inst/examples/nonmem/xgxr018_res.txt @@ -1,908 +1,908 @@ TABLE NO. 1 KA Q DV PRED RES WRES - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0098E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0098E-01 2.3074E+06 5.9541E-02 2.6558E-02 3.2983E-02 8.0304E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9894E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9894E-01 2.3074E+06 5.7728E-02 2.6537E-02 3.1191E-02 7.6078E-01 - 1.9762E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9762E-01 2.3074E+06 5.3388E-02 2.5065E-02 2.8323E-02 6.9502E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.1044E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.1044E-01 2.3074E+06 7.0144E-02 2.6449E-02 4.3695E-02 1.0641E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9372E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9372E-01 2.3074E+06 5.3046E-02 2.3710E-02 2.9336E-02 7.3417E-01 - 1.9343E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9343E-01 2.3074E+06 5.4191E-02 2.2545E-02 3.1646E-02 7.9895E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9941E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9941E-01 2.3074E+06 5.5448E-02 2.4693E-02 3.0755E-02 7.5640E-01 - 2.3285E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3285E-01 2.3074E+06 6.1782E-02 2.6589E-02 3.5193E-02 7.8423E-01 - 2.3285E-01 2.3074E+06 8.7176E-02 2.3414E-02 6.3762E-02 1.5632E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9772E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9772E-01 2.3074E+06 6.1108E-02 2.3292E-02 3.7816E-02 9.4946E-01 - 1.9660E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9660E-01 2.3074E+06 5.8852E-02 2.3411E-02 3.5441E-02 8.8903E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3594E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3594E-01 2.3074E+06 6.5172E-02 2.6540E-02 3.8632E-02 8.6932E-01 - 2.3594E-01 2.3074E+06 8.5506E-02 2.3696E-02 6.1810E-02 1.5060E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.2641E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.2641E-01 2.3074E+06 6.3257E-02 3.3198E-02 3.0059E-02 4.9574E-01 - 2.2641E-01 2.3074E+06 7.3687E-02 7.9487E-02 -5.8002E-03 -6.2849E-01 - 2.2641E-01 2.3074E+06 1.8979E-01 8.8671E-02 1.0112E-01 1.5147E+00 - 2.2641E-01 2.3074E+06 1.3310E-01 8.0542E-02 5.2558E-02 6.4179E-01 - 1.8277E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8277E-01 2.3074E+06 9.7183E-02 8.2869E-02 1.4314E-02 1.9154E-01 - 1.8277E-01 2.3074E+06 8.4462E-02 8.7660E-02 -3.1984E-03 -1.6989E-01 - 1.8277E-01 2.3074E+06 9.9815E-02 7.6922E-02 2.2893E-02 4.0125E-01 - 1.5783E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.5783E-01 2.3074E+06 7.5575E-02 8.4565E-02 -8.9902E-03 -2.6418E-02 - 1.5783E-01 2.3074E+06 6.2657E-02 8.8341E-02 -2.5684E-02 -3.6151E-01 - 1.5783E-01 2.3074E+06 6.3535E-02 7.6873E-02 -1.3338E-02 -1.5218E-01 - 1.6712E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.6712E-01 2.3074E+06 7.9001E-02 7.2941E-02 6.0595E-03 1.8620E-01 - 1.6712E-01 2.3074E+06 6.5457E-02 8.8645E-02 -2.3188E-02 -4.0951E-01 - 1.6712E-01 2.3074E+06 6.1901E-02 5.5930E-02 5.9707E-03 1.6980E-01 - 1.7554E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.7554E-01 2.3074E+06 7.9770E-02 8.8690E-02 -8.9198E-03 -2.0750E-01 - 1.7554E-01 2.3074E+06 9.5357E-02 7.7396E-02 1.7961E-02 3.6021E-01 - 1.5618E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.5618E-01 2.3074E+06 5.3488E-02 8.7050E-02 -3.3562E-02 -5.1146E-01 - 1.5618E-01 2.3074E+06 7.8787E-02 8.6229E-02 -7.4420E-03 9.7671E-03 - 1.5485E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.5485E-01 2.3074E+06 5.6598E-02 8.8200E-02 -3.1602E-02 -4.5025E-01 - 1.5485E-01 2.3074E+06 6.1905E-02 7.5529E-02 -1.3624E-02 -1.3628E-01 - 2.0780E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0780E-01 2.3074E+06 6.7591E-02 5.2777E-02 1.4814E-02 1.0137E-01 - 2.0780E-01 2.3074E+06 1.1906E-01 8.5186E-02 3.3874E-02 3.6263E-01 - 2.0780E-01 2.3074E+06 1.3329E-01 8.8156E-02 4.5134E-02 5.8641E-01 - 2.0780E-01 2.3074E+06 9.2449E-02 7.4215E-02 1.8234E-02 1.3156E-01 - 2.0780E-01 2.3074E+06 5.7499E-02 5.1754E-02 5.7448E-03 -1.3956E-02 - 2.0089E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0089E-01 2.3074E+06 9.6482E-02 4.8750E-02 4.7732E-02 9.8463E-01 - 2.0089E-01 2.3074E+06 9.1304E-02 8.0308E-02 1.0996E-02 3.3088E-03 - 2.0089E-01 2.3074E+06 9.5125E-02 8.8652E-02 6.4733E-03 -1.0085E-01 - 2.0089E-01 2.3074E+06 1.0366E-01 7.8999E-02 2.4661E-02 3.2478E-01 - 1.7706E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.7706E-01 2.3074E+06 5.0509E-02 4.4772E-02 5.7369E-03 1.1089E-01 - 1.7706E-01 2.3074E+06 6.5368E-02 8.5567E-02 -2.0199E-02 -4.5852E-01 - 1.7706E-01 2.3074E+06 1.1613E-01 8.7053E-02 2.9077E-02 5.4734E-01 - 1.7706E-01 2.3074E+06 7.9521E-02 7.6820E-02 2.7011E-03 1.7880E-02 - 1.9697E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9697E-01 2.3074E+06 7.7593E-02 5.7663E-02 1.9930E-02 2.6636E-01 - 1.9697E-01 2.3074E+06 1.1922E-01 8.3653E-02 3.5567E-02 4.9006E-01 - 1.9697E-01 2.3074E+06 8.4979E-02 8.8306E-02 -3.3271E-03 -3.1120E-01 - 1.9697E-01 2.3074E+06 1.1295E-01 7.6375E-02 3.6575E-02 5.8281E-01 - 1.9382E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9382E-01 2.3074E+06 7.3797E-02 4.1095E-02 3.2702E-02 6.0600E-01 - 1.9382E-01 2.3074E+06 6.9249E-02 7.3113E-02 -3.8642E-03 -3.9503E-01 - 1.9382E-01 2.3074E+06 1.2861E-01 8.8470E-02 4.0140E-02 4.6791E-01 - 1.9382E-01 2.3074E+06 1.0838E-01 7.9845E-02 2.8535E-02 2.9538E-01 - 1.9382E-01 2.3074E+06 1.0479E-01 5.5123E-02 4.9667E-02 9.8297E-01 - 1.9273E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9273E-01 2.3074E+06 8.5654E-02 7.5744E-02 9.9103E-03 -1.1755E-01 - 1.9273E-01 2.3074E+06 1.1502E-01 8.8563E-02 2.6457E-02 1.7886E-01 - 1.9273E-01 2.3074E+06 1.3476E-01 7.6388E-02 5.8372E-02 9.4854E-01 - 1.9273E-01 2.3074E+06 9.4165E-02 5.4081E-02 4.0084E-02 7.5096E-01 - 2.3796E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3796E-01 2.3074E+06 1.1223E-01 7.6358E-02 3.5872E-02 8.1979E-02 - 2.3796E-01 2.3074E+06 1.7785E-01 8.8662E-02 8.9188E-02 1.0744E+00 - 2.3796E-01 2.3074E+06 1.7279E-01 7.9964E-02 9.2826E-02 1.3245E+00 - 2.3796E-01 2.3074E+06 8.1025E-02 5.8020E-02 2.3005E-02 1.2253E-01 - 2.2418E-01 2.3074E+06 0.0000E+00 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9.1634E-02 1.0732E+04 1.2647E+00 7.7258E-01 4.9212E-01 8.4975E-01 + 9.1634E-02 1.0732E+04 6.8197E-01 3.7425E-01 3.0772E-01 1.5141E-02 + 9.1634E-02 1.0732E+04 4.3507E-01 1.2831E-01 3.0676E-01 1.3077E+00 + 9.1634E-02 1.0732E+04 3.1785E-01 4.3987E-02 2.7386E-01 3.5541E+00 + 3.5531E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 3.5531E-01 1.0732E+04 1.0334E+00 8.1837E-01 2.1503E-01 6.7551E-01 + 3.5531E-01 1.0732E+04 2.8445E+00 2.4861E+00 3.5837E-01 4.8342E-01 + 3.5531E-01 1.0732E+04 2.4939E+00 2.6207E+00 -1.2682E-01 2.6573E-02 + 3.5531E-01 1.0732E+04 1.6299E+00 2.2318E+00 -6.0190E-01 -4.9236E-01 + 3.5531E-01 1.0732E+04 5.3568E-01 1.5753E+00 -1.0396E+00 -1.3930E+00 + 3.5531E-01 1.0732E+04 1.1459E-01 7.6263E-01 -6.4804E-01 -1.2518E+00 + 3.5531E-01 1.0732E+04 8.5280E-02 3.6986E-01 -2.8458E-01 -2.0593E-01 + 3.2430E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 3.2430E-01 1.0732E+04 1.5278E+00 7.0263E-01 8.2517E-01 1.7734E+00 + 3.2430E-01 1.0732E+04 4.3087E+00 2.1721E+00 2.1366E+00 1.5563E+00 + 3.2430E-01 1.0732E+04 3.7125E+00 2.6522E+00 1.0603E+00 9.8711E-02 + 3.2430E-01 1.0732E+04 3.3198E+00 2.3598E+00 9.5999E-01 2.6696E-01 + 3.2430E-01 1.0732E+04 1.5593E+00 1.6231E+00 -6.3756E-02 -6.1134E-01 + 3.2430E-01 1.0732E+04 7.6807E-02 7.7953E-01 -7.0273E-01 -2.0289E+00 + 3.2430E-01 1.0732E+04 1.1618E-01 3.7853E-01 -2.6235E-01 -3.2005E-01 + 3.2430E-01 1.0732E+04 9.8357E-02 1.2527E-01 -2.6912E-02 1.5482E+00 + 3.2430E-01 1.0732E+04 1.0685E-01 4.2444E-02 6.4406E-02 2.8764E+00 + 1.3544E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.3544E-01 1.0732E+04 6.4220E-01 6.6978E-01 -2.7576E-02 -5.2874E-01 + 1.3544E-01 1.0732E+04 2.4457E+00 2.5847E+00 -1.3898E-01 -5.8502E-01 + 1.3544E-01 1.0732E+04 3.5908E+00 2.6185E+00 9.7227E-01 5.7860E-01 + 1.3544E-01 1.0732E+04 4.1654E+00 2.2839E+00 1.8815E+00 1.8649E+00 + 1.3544E-01 1.0732E+04 1.4329E+00 1.6356E+00 -2.0271E-01 -7.3296E-01 + 1.3544E-01 1.0732E+04 7.3403E-01 7.9257E-01 -5.8539E-02 -4.8187E-01 + 1.3544E-01 1.0732E+04 3.8258E-01 4.0196E-01 -1.9384E-02 -3.7601E-01 + 1.3544E-01 1.0732E+04 1.7337E-01 1.3479E-01 3.8581E-02 1.6834E-01 + 1.3544E-01 1.0732E+04 2.4384E-01 4.5652E-02 1.9819E-01 3.9624E+00 + 3.1232E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 3.1232E-01 1.0732E+04 3.2069E+00 1.5785E+00 1.6284E+00 1.7395E+00 + 3.1232E-01 1.0732E+04 4.3127E+00 2.5476E+00 1.7651E+00 9.9016E-01 + 3.1232E-01 1.0732E+04 4.4909E+00 2.6205E+00 1.8704E+00 1.1559E+00 + 3.1232E-01 1.0732E+04 1.8174E+00 2.1787E+00 -3.6130E-01 -1.0751E+00 + 3.1232E-01 1.0732E+04 4.7795E-01 1.5142E+00 -1.0363E+00 -2.1466E+00 + 3.1232E-01 1.0732E+04 1.9892E-01 7.2581E-01 -5.2689E-01 -1.1332E+00 + 3.1232E-01 1.0732E+04 1.5005E-01 3.5696E-01 -2.0691E-01 3.1583E-01 + 3.1232E-01 1.0732E+04 8.5676E-02 1.2003E-01 -3.4355E-02 1.6699E+00 + 1.1237E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.1237E-01 1.0732E+04 9.8081E-02 8.5911E-02 1.2170E-02 3.7068E-01 + 1.1237E-01 1.0732E+04 2.0518E+00 2.3599E+00 -3.0814E-01 -4.8684E-01 + 1.1237E-01 1.0732E+04 2.9713E+00 2.6593E+00 3.1196E-01 1.6904E-01 + 1.1237E-01 1.0732E+04 3.2280E+00 2.3522E+00 8.7577E-01 8.5510E-01 + 1.1237E-01 1.0732E+04 1.8350E+00 1.6375E+00 1.9754E-01 1.0613E-01 + 1.1237E-01 1.0732E+04 7.5430E-01 7.9158E-01 -3.7280E-02 -5.9449E-01 + 1.1237E-01 1.0732E+04 6.1321E-01 3.9301E-01 2.2020E-01 6.6787E-01 + 1.1237E-01 1.0732E+04 1.3569E-01 1.3299E-01 2.7028E-03 -1.0699E+00 + 1.1237E-01 1.0732E+04 3.3498E-01 4.6208E-02 2.8877E-01 5.2861E+00 + 1.3468E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.3468E-01 1.0732E+04 7.7650E-01 9.1680E-01 -1.4030E-01 1.8491E-03 + 1.3468E-01 1.0732E+04 1.7670E+00 2.2497E+00 -4.8272E-01 -2.6430E-01 + 1.3468E-01 1.0732E+04 2.7276E+00 2.6598E+00 6.7833E-02 3.6210E-01 + 1.3468E-01 1.0732E+04 2.1203E+00 2.3534E+00 -2.3308E-01 1.0788E-02 + 1.3468E-01 1.0732E+04 7.2436E-01 1.6019E+00 -8.7749E-01 -1.3314E+00 + 1.3468E-01 1.0732E+04 9.0244E-01 7.6867E-01 1.3377E-01 4.9268E-01 + 1.3468E-01 1.0732E+04 3.6619E-01 3.6424E-01 1.9541E-03 -3.3472E-01 + 1.3468E-01 1.0732E+04 2.3600E-01 1.2240E-01 1.1360E-01 9.0554E-01 + 1.3468E-01 1.0732E+04 1.4187E-01 4.2135E-02 9.9735E-02 1.5555E+00 + 1.5856E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.5856E-01 1.0732E+04 6.3351E-01 7.0081E-01 -6.7299E-02 -8.6600E-01 + 1.5856E-01 1.0732E+04 3.8886E+00 2.3671E+00 1.5215E+00 1.1536E+00 + 1.5856E-01 1.0732E+04 3.0963E+00 2.6601E+00 4.3623E-01 -1.1019E-01 + 1.5856E-01 1.0732E+04 3.2475E+00 2.3417E+00 9.0582E-01 5.5706E-01 + 1.5856E-01 1.0732E+04 1.9013E+00 1.6042E+00 2.9705E-01 1.5001E-01 + 1.5856E-01 1.0732E+04 4.8786E-01 8.0279E-01 -3.1493E-01 -1.1832E+00 + 1.5856E-01 1.0732E+04 3.3389E-01 3.9689E-01 -6.2997E-02 -2.5603E-01 + 1.5856E-01 1.0732E+04 1.7029E-01 1.3625E-01 3.4042E-02 6.4828E-01 + 1.5856E-01 1.0732E+04 1.8108E-01 4.7466E-02 1.3361E-01 2.9689E+00 + 1.4839E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.4839E-01 1.0732E+04 8.6104E-01 4.8636E-01 3.7468E-01 1.1255E+00 + 1.4839E-01 1.0732E+04 3.7022E+00 1.9829E+00 1.7193E+00 1.4743E+00 + 1.4839E-01 1.0732E+04 3.9559E+00 2.6453E+00 1.3106E+00 5.5640E-01 + 1.4839E-01 1.0732E+04 3.1761E+00 2.4198E+00 7.5625E-01 1.3863E-01 + 1.4839E-01 1.0732E+04 1.6545E+00 1.7480E+00 -9.3452E-02 -7.1020E-01 + 1.4839E-01 1.0732E+04 4.4108E-01 8.3846E-01 -3.9738E-01 -1.4193E+00 + 1.4839E-01 1.0732E+04 2.8489E-01 4.0407E-01 -1.1918E-01 -5.0112E-01 + 1.4839E-01 1.0732E+04 3.0512E-01 1.3944E-01 1.6568E-01 2.4618E+00 + 1.4839E-01 1.0732E+04 2.4914E-01 4.8865E-02 2.0027E-01 4.3680E+00 + 2.2136E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 2.2136E-01 1.0732E+04 6.9625E-01 1.8383E+00 -1.1421E+00 -1.0076E+00 + 2.2136E-01 1.0732E+04 1.8122E+00 2.5440E+00 -7.3175E-01 -1.2911E-01 + 2.2136E-01 1.0732E+04 2.4193E+00 2.6228E+00 -2.0345E-01 4.5465E-01 + 2.2136E-01 1.0732E+04 1.3850E+00 2.3003E+00 -9.1528E-01 -4.0203E-01 KA Q DV PRED RES WRES - 2.2127E-01 2.3074E+06 6.1468E-01 1.5744E+00 -9.5970E-01 -9.6380E-01 - 2.2127E-01 2.3074E+06 2.4103E-01 7.5909E-01 -5.1806E-01 -1.0105E+00 - 2.2127E-01 2.3074E+06 9.7516E-02 3.6883E-01 -2.7132E-01 -8.8978E-01 - 2.2127E-01 2.3074E+06 8.0055E-02 1.2683E-01 -4.6772E-02 1.3973E-01 - 2.2127E-01 2.3074E+06 6.5688E-02 4.4119E-02 2.1569E-02 9.4016E-01 + 2.2136E-01 1.0732E+04 6.1468E-01 1.5740E+00 -9.5929E-01 -9.6354E-01 + 2.2136E-01 1.0732E+04 2.4103E-01 7.5880E-01 -5.1777E-01 -1.0101E+00 + 2.2136E-01 1.0732E+04 9.7516E-02 3.6865E-01 -2.7113E-01 -8.8920E-01 + 2.2136E-01 1.0732E+04 8.0055E-02 1.2674E-01 -4.6685E-02 1.4030E-01 + 2.2136E-01 1.0732E+04 6.5688E-02 4.4081E-02 2.1607E-02 9.4012E-01 diff --git a/inst/examples/nonmem/xgxr018_res_fo.txt b/inst/examples/nonmem/xgxr018_res_fo.txt index aaad37a8..eef788a6 100644 --- a/inst/examples/nonmem/xgxr018_res_fo.txt +++ b/inst/examples/nonmem/xgxr018_res_fo.txt @@ -1,152 +1,152 @@ TABLE NO. 3 ID ,CL - 3.10000000E+01, 7.24569055E-01 - 3.20000000E+01, 7.24569055E-01 - 3.30000000E+01, 7.24569055E-01 - 3.40000000E+01, 7.24569055E-01 - 3.50000000E+01, 7.24511011E-01 - 3.60000000E+01, 7.24569055E-01 - 3.70000000E+01, 7.24569055E-01 - 3.80000000E+01, 7.24569055E-01 - 3.90000000E+01, 7.24569055E-01 - 4.00000000E+01, 7.24510458E-01 - 4.10000000E+01, 7.24531996E-01 - 4.20000000E+01, 7.24569055E-01 - 4.30000000E+01, 7.24488431E-01 - 4.40000000E+01, 7.24569055E-01 - 4.50000000E+01, 7.24569055E-01 - 4.60000000E+01, 7.24569055E-01 - 4.70000000E+01, 7.24511023E-01 - 4.80000000E+01, 7.24506937E-01 - 4.90000000E+01, 7.24569055E-01 - 5.00000000E+01, 7.24529811E-01 - 5.10000000E+01, 7.24356244E-01 - 5.20000000E+01, 7.24569055E-01 - 5.30000000E+01, 7.24569055E-01 - 5.40000000E+01, 7.24489952E-01 - 5.50000000E+01, 7.24495976E-01 - 5.60000000E+01, 7.24569055E-01 - 5.70000000E+01, 7.24569055E-01 - 5.80000000E+01, 7.24569055E-01 - 5.90000000E+01, 7.24354883E-01 - 6.00000000E+01, 7.24569055E-01 - 6.10000000E+01, 7.24371960E-01 - 6.20000000E+01, 7.24552353E-01 - 6.30000000E+01, 7.24662176E-01 - 6.40000000E+01, 7.24616610E-01 - 6.50000000E+01, 7.24566027E-01 - 6.60000000E+01, 7.24639452E-01 - 6.70000000E+01, 7.24672590E-01 - 6.80000000E+01, 7.24505215E-01 - 6.90000000E+01, 7.24594748E-01 - 7.00000000E+01, 7.24553745E-01 - 7.10000000E+01, 7.24522904E-01 - 7.20000000E+01, 7.24404105E-01 - 7.30000000E+01, 7.24346613E-01 - 7.40000000E+01, 7.24299951E-01 - 7.50000000E+01, 7.24306138E-01 - 7.60000000E+01, 7.24556180E-01 - 7.70000000E+01, 7.24163007E-01 - 7.80000000E+01, 7.24649478E-01 - 7.90000000E+01, 7.24647436E-01 - 8.00000000E+01, 7.24573054E-01 - 8.10000000E+01, 7.24317393E-01 - 8.20000000E+01, 7.24617028E-01 - 8.30000000E+01, 7.24385014E-01 - 8.40000000E+01, 7.24563327E-01 - 8.50000000E+01, 7.24326355E-01 - 8.60000000E+01, 7.24432706E-01 - 8.70000000E+01, 7.24405417E-01 - 8.80000000E+01, 7.24453111E-01 - 8.90000000E+01, 7.24576210E-01 - 9.00000000E+01, 7.24539780E-01 - 9.10000000E+01, 7.24149424E-01 - 9.20000000E+01, 7.24460559E-01 - 9.30000000E+01, 7.24995395E-01 - 9.40000000E+01, 7.24673531E-01 - 9.50000000E+01, 7.24478176E-01 - 9.60000000E+01, 7.24509190E-01 - 9.70000000E+01, 7.24804763E-01 - 9.80000000E+01, 7.24104363E-01 - 9.90000000E+01, 7.24389732E-01 - 1.00000000E+02, 7.24800209E-01 - 1.01000000E+02, 7.24705091E-01 - 1.02000000E+02, 7.24558728E-01 - 1.03000000E+02, 7.24556038E-01 - 1.04000000E+02, 7.24647568E-01 - 1.05000000E+02, 7.24523772E-01 - 1.06000000E+02, 7.24769918E-01 - 1.07000000E+02, 7.24791537E-01 - 1.08000000E+02, 7.24755854E-01 - 1.09000000E+02, 7.24469215E-01 - 1.10000000E+02, 7.24860926E-01 - 1.11000000E+02, 7.24624409E-01 - 1.12000000E+02, 7.24503956E-01 - 1.13000000E+02, 7.24303562E-01 - 1.14000000E+02, 7.24344512E-01 - 1.15000000E+02, 7.24723897E-01 - 1.16000000E+02, 7.24750024E-01 - 1.17000000E+02, 7.24877381E-01 - 1.18000000E+02, 7.24891256E-01 - 1.19000000E+02, 7.24778311E-01 - 1.20000000E+02, 7.24826957E-01 - 1.21000000E+02, 7.24493100E-01 - 1.22000000E+02, 7.24397339E-01 - 1.23000000E+02, 7.24531769E-01 - 1.24000000E+02, 7.24726912E-01 - 1.25000000E+02, 7.24418180E-01 - 1.26000000E+02, 7.24635741E-01 - 1.27000000E+02, 7.23608777E-01 - 1.28000000E+02, 7.24924234E-01 - 1.29000000E+02, 7.24418190E-01 - 1.30000000E+02, 7.24439009E-01 - 1.31000000E+02, 7.24031429E-01 - 1.32000000E+02, 7.24050928E-01 - 1.33000000E+02, 7.24803560E-01 - 1.34000000E+02, 7.24855149E-01 - 1.35000000E+02, 7.24435327E-01 - 1.36000000E+02, 7.24367861E-01 - 1.37000000E+02, 7.25036557E-01 - 1.38000000E+02, 7.24627471E-01 - 1.39000000E+02, 7.23870123E-01 - 1.40000000E+02, 7.24403219E-01 - 1.41000000E+02, 7.24165398E-01 - 1.42000000E+02, 7.25112020E-01 - 1.43000000E+02, 7.24162760E-01 - 1.44000000E+02, 7.24217402E-01 - 1.45000000E+02, 7.24682759E-01 - 1.46000000E+02, 7.24525180E-01 - 1.47000000E+02, 7.24486106E-01 - 1.48000000E+02, 7.24396086E-01 - 1.49000000E+02, 7.24914328E-01 - 1.50000000E+02, 7.24868646E-01 - 1.51000000E+02, 7.23443299E-01 - 1.52000000E+02, 7.24184671E-01 - 1.53000000E+02, 7.24746404E-01 - 1.54000000E+02, 7.24633280E-01 - 1.55000000E+02, 7.24698019E-01 - 1.56000000E+02, 7.24856760E-01 - 1.57000000E+02, 7.24524175E-01 - 1.58000000E+02, 7.24004933E-01 - 1.59000000E+02, 7.24309020E-01 - 1.60000000E+02, 7.25088389E-01 - 1.61000000E+02, 7.25113486E-01 - 1.62000000E+02, 7.25161288E-01 - 1.63000000E+02, 7.25030085E-01 - 1.64000000E+02, 7.24200778E-01 - 1.65000000E+02, 7.25255439E-01 - 1.66000000E+02, 7.24669618E-01 - 1.67000000E+02, 7.24838144E-01 - 1.68000000E+02, 7.24637852E-01 - 1.69000000E+02, 7.24111562E-01 - 1.70000000E+02, 7.25350441E-01 - 1.71000000E+02, 7.24220588E-01 - 1.72000000E+02, 7.25344934E-01 - 1.73000000E+02, 7.25018857E-01 - 1.74000000E+02, 7.24145831E-01 - 1.75000000E+02, 7.25026573E-01 - 1.76000000E+02, 7.24305886E-01 - 1.77000000E+02, 7.24648878E-01 - 1.78000000E+02, 7.24487908E-01 - 1.79000000E+02, 7.24922581E-01 - 1.80000000E+02, 7.25059570E-01 + 3.10000000E+01, 7.24812598E-01 + 3.20000000E+01, 7.24812598E-01 + 3.30000000E+01, 7.24812598E-01 + 3.40000000E+01, 7.24812598E-01 + 3.50000000E+01, 7.24738407E-01 + 3.60000000E+01, 7.24812598E-01 + 3.70000000E+01, 7.24812598E-01 + 3.80000000E+01, 7.24812598E-01 + 3.90000000E+01, 7.24812598E-01 + 4.00000000E+01, 7.24737696E-01 + 4.10000000E+01, 7.24765232E-01 + 4.20000000E+01, 7.24812598E-01 + 4.30000000E+01, 7.24709557E-01 + 4.40000000E+01, 7.24812598E-01 + 4.50000000E+01, 7.24812598E-01 + 4.60000000E+01, 7.24812598E-01 + 4.70000000E+01, 7.24738419E-01 + 4.80000000E+01, 7.24733199E-01 + 4.90000000E+01, 7.24812598E-01 + 5.00000000E+01, 7.24762441E-01 + 5.10000000E+01, 7.24540559E-01 + 5.20000000E+01, 7.24812598E-01 + 5.30000000E+01, 7.24812598E-01 + 5.40000000E+01, 7.24711489E-01 + 5.50000000E+01, 7.24719190E-01 + 5.60000000E+01, 7.24812598E-01 + 5.70000000E+01, 7.24812598E-01 + 5.80000000E+01, 7.24812598E-01 + 5.90000000E+01, 7.24538817E-01 + 6.00000000E+01, 7.24812598E-01 + 6.10000000E+01, 7.24560421E-01 + 6.20000000E+01, 7.24791166E-01 + 6.30000000E+01, 7.24931643E-01 + 6.40000000E+01, 7.24873349E-01 + 6.50000000E+01, 7.24808658E-01 + 6.60000000E+01, 7.24902579E-01 + 6.70000000E+01, 7.24944967E-01 + 6.80000000E+01, 7.24730867E-01 + 6.90000000E+01, 7.24845342E-01 + 7.00000000E+01, 7.24792968E-01 + 7.10000000E+01, 7.24753512E-01 + 7.20000000E+01, 7.24601546E-01 + 7.30000000E+01, 7.24527995E-01 + 7.40000000E+01, 7.24468263E-01 + 7.50000000E+01, 7.24476168E-01 + 7.60000000E+01, 7.24796071E-01 + 7.70000000E+01, 7.24293114E-01 + 7.80000000E+01, 7.24915395E-01 + 7.90000000E+01, 7.24912793E-01 + 8.00000000E+01, 7.24817660E-01 + 8.10000000E+01, 7.24490534E-01 + 8.20000000E+01, 7.24873910E-01 + 8.30000000E+01, 7.24577118E-01 + 8.40000000E+01, 7.24805189E-01 + 8.50000000E+01, 7.24502024E-01 + 8.60000000E+01, 7.24638148E-01 + 8.70000000E+01, 7.24603220E-01 + 8.80000000E+01, 7.24664257E-01 + 8.90000000E+01, 7.24821697E-01 + 9.00000000E+01, 7.24775094E-01 + 9.10000000E+01, 7.24275714E-01 + 9.20000000E+01, 7.24673716E-01 + 9.30000000E+01, 7.25358118E-01 + 9.40000000E+01, 7.24946256E-01 + 9.50000000E+01, 7.24696297E-01 + 9.60000000E+01, 7.24736068E-01 + 9.70000000E+01, 7.25114139E-01 + 9.80000000E+01, 7.24218017E-01 + 9.90000000E+01, 7.24583128E-01 + 1.00000000E+02, 7.25108322E-01 + 1.01000000E+02, 7.24986715E-01 + 1.02000000E+02, 7.24799404E-01 + 1.03000000E+02, 7.24795961E-01 + 1.04000000E+02, 7.24912935E-01 + 1.05000000E+02, 7.24754473E-01 + 1.06000000E+02, 7.25069550E-01 + 1.07000000E+02, 7.25097235E-01 + 1.08000000E+02, 7.25051503E-01 + 1.09000000E+02, 7.24684743E-01 + 1.10000000E+02, 7.25186010E-01 + 1.11000000E+02, 7.24883557E-01 + 1.12000000E+02, 7.24729223E-01 + 1.13000000E+02, 7.24472933E-01 + 1.14000000E+02, 7.24525179E-01 + 1.15000000E+02, 7.25010828E-01 + 1.16000000E+02, 7.25044048E-01 + 1.17000000E+02, 7.25206996E-01 + 1.18000000E+02, 7.25224867E-01 + 1.19000000E+02, 7.25080214E-01 + 1.20000000E+02, 7.25142585E-01 + 1.21000000E+02, 7.24715335E-01 + 1.22000000E+02, 7.24592654E-01 + 1.23000000E+02, 7.24764772E-01 + 1.24000000E+02, 7.25014415E-01 + 1.25000000E+02, 7.24619651E-01 + 1.26000000E+02, 7.24897833E-01 + 1.27000000E+02, 7.23583874E-01 + 1.28000000E+02, 7.25266905E-01 + 1.29000000E+02, 7.24619516E-01 + 1.30000000E+02, 7.24646168E-01 + 1.31000000E+02, 7.24124773E-01 + 1.32000000E+02, 7.24149674E-01 + 1.33000000E+02, 7.25112547E-01 + 1.34000000E+02, 7.25178452E-01 + 1.35000000E+02, 7.24641438E-01 + 1.36000000E+02, 7.24554842E-01 + 1.37000000E+02, 7.25411478E-01 + 1.38000000E+02, 7.24887229E-01 + 1.39000000E+02, 7.23918322E-01 + 1.40000000E+02, 7.24600294E-01 + 1.41000000E+02, 7.24296020E-01 + 1.42000000E+02, 7.25507222E-01 + 1.43000000E+02, 7.24292742E-01 + 1.44000000E+02, 7.24362514E-01 + 1.45000000E+02, 7.24958074E-01 + 1.46000000E+02, 7.24756409E-01 + 1.47000000E+02, 7.24706382E-01 + 1.48000000E+02, 7.24591341E-01 + 1.49000000E+02, 7.25254326E-01 + 1.50000000E+02, 7.25195844E-01 + 1.51000000E+02, 7.23372162E-01 + 1.52000000E+02, 7.24320785E-01 + 1.53000000E+02, 7.25039803E-01 + 1.54000000E+02, 7.24894388E-01 + 1.55000000E+02, 7.24977436E-01 + 1.56000000E+02, 7.25180564E-01 + 1.57000000E+02, 7.24755274E-01 + 1.58000000E+02, 7.24090660E-01 + 1.59000000E+02, 7.24479737E-01 + 1.60000000E+02, 7.25477041E-01 + 1.61000000E+02, 7.25509106E-01 + 1.62000000E+02, 7.25570203E-01 + 1.63000000E+02, 7.25402505E-01 + 1.64000000E+02, 7.24341493E-01 + 1.65000000E+02, 7.25690817E-01 + 1.66000000E+02, 7.24941378E-01 + 1.67000000E+02, 7.25156893E-01 + 1.68000000E+02, 7.24900452E-01 + 1.69000000E+02, 7.24227190E-01 + 1.70000000E+02, 7.25812351E-01 + 1.71000000E+02, 7.24366676E-01 + 1.72000000E+02, 7.25805351E-01 + 1.73000000E+02, 7.25387842E-01 + 1.74000000E+02, 7.24271161E-01 + 1.75000000E+02, 7.25398056E-01 + 1.76000000E+02, 7.24475320E-01 + 1.77000000E+02, 7.24914752E-01 + 1.78000000E+02, 7.24708906E-01 + 1.79000000E+02, 7.25264929E-01 + 1.80000000E+02, 7.25440205E-01 diff --git a/inst/examples/nonmem/xgxr018_res_vols.txt b/inst/examples/nonmem/xgxr018_res_vols.txt index 14fe7bba..97d1be90 100644 --- a/inst/examples/nonmem/xgxr018_res_vols.txt +++ b/inst/examples/nonmem/xgxr018_res_vols.txt @@ -1,908 +1,908 @@ TABLE NO. 2 ID V2 V3 DV PRED RES WRES - 31.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 32.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 33.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 34.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 35.0000 0.0449 0.1785 0.0000 0.0000 0.0000 0.0000 - 35.0000 0.0449 0.1785 0.0595 0.0266 0.0330 0.8030 - 36.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 37.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 38.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 39.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 40.0000 0.0447 0.1785 0.0000 0.0000 0.0000 0.0000 - 40.0000 0.0447 0.1785 0.0577 0.0265 0.0312 0.7608 - 41.0000 0.0442 0.1785 0.0000 0.0000 0.0000 0.0000 - 41.0000 0.0442 0.1785 0.0534 0.0251 0.0283 0.6950 - 42.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 43.0000 0.0461 0.1785 0.0000 0.0000 0.0000 0.0000 - 43.0000 0.0461 0.1785 0.0701 0.0264 0.0437 1.0641 - 44.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 45.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 46.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 47.0000 0.0444 0.1785 0.0000 0.0000 0.0000 0.0000 - 47.0000 0.0444 0.1785 0.0530 0.0237 0.0293 0.7342 - 48.0000 0.0446 0.1785 0.0000 0.0000 0.0000 0.0000 - 48.0000 0.0446 0.1785 0.0542 0.0225 0.0316 0.7989 - 49.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 50.0000 0.0444 0.1785 0.0000 0.0000 0.0000 0.0000 - 50.0000 0.0444 0.1785 0.0554 0.0247 0.0308 0.7564 - 51.0000 0.0518 0.1785 0.0000 0.0000 0.0000 0.0000 - 51.0000 0.0518 0.1785 0.0618 0.0266 0.0352 0.7842 - 51.0000 0.0518 0.1785 0.0872 0.0234 0.0638 1.5632 - 52.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 53.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 54.0000 0.0453 0.1785 0.0000 0.0000 0.0000 0.0000 - 54.0000 0.0453 0.1785 0.0611 0.0233 0.0378 0.9495 - 55.0000 0.0450 0.1785 0.0000 0.0000 0.0000 0.0000 - 55.0000 0.0450 0.1785 0.0589 0.0234 0.0354 0.8890 - 56.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 57.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 58.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 59.0000 0.0521 0.1785 0.0000 0.0000 0.0000 0.0000 - 59.0000 0.0521 0.1785 0.0652 0.0265 0.0386 0.8693 - 59.0000 0.0521 0.1785 0.0855 0.0237 0.0618 1.5060 - 60.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 61.0000 0.0503 0.1785 0.0000 0.0000 0.0000 0.0000 - 61.0000 0.0503 0.1785 0.0633 0.0332 0.0301 0.4957 - 61.0000 0.0503 0.1785 0.0737 0.0795 -0.0058 -0.6285 - 61.0000 0.0503 0.1785 0.1898 0.0887 0.1011 1.5147 - 61.0000 0.0503 0.1785 0.1331 0.0805 0.0526 0.6418 - 62.0000 0.0427 0.1785 0.0000 0.0000 0.0000 0.0000 - 62.0000 0.0427 0.1785 0.0972 0.0829 0.0143 0.1915 - 62.0000 0.0427 0.1785 0.0845 0.0877 -0.0032 -0.1699 - 62.0000 0.0427 0.1785 0.0998 0.0769 0.0229 0.4012 - 63.0000 0.0382 0.1785 0.0000 0.0000 0.0000 0.0000 - 63.0000 0.0382 0.1785 0.0756 0.0846 -0.0090 -0.0264 - 63.0000 0.0382 0.1785 0.0627 0.0883 -0.0257 -0.3615 - 63.0000 0.0382 0.1785 0.0635 0.0769 -0.0133 -0.1522 - 64.0000 0.0401 0.1785 0.0000 0.0000 0.0000 0.0000 - 64.0000 0.0401 0.1785 0.0790 0.0729 0.0061 0.1862 - 64.0000 0.0401 0.1785 0.0655 0.0886 -0.0232 -0.4095 - 64.0000 0.0401 0.1785 0.0619 0.0559 0.0060 0.1698 - 65.0000 0.0417 0.1785 0.0000 0.0000 0.0000 0.0000 - 65.0000 0.0417 0.1785 0.0798 0.0887 -0.0089 -0.2075 - 65.0000 0.0417 0.1785 0.0954 0.0774 0.0180 0.3602 - 66.0000 0.0385 0.1785 0.0000 0.0000 0.0000 0.0000 - 66.0000 0.0385 0.1785 0.0535 0.0870 -0.0336 -0.5115 - 66.0000 0.0385 0.1785 0.0788 0.0862 -0.0074 0.0098 - 67.0000 0.0377 0.1785 0.0000 0.0000 0.0000 0.0000 - 67.0000 0.0377 0.1785 0.0566 0.0882 -0.0316 -0.4503 - 67.0000 0.0377 0.1785 0.0619 0.0755 -0.0136 -0.1363 - 68.0000 0.0450 0.1785 0.0000 0.0000 0.0000 0.0000 - 68.0000 0.0450 0.1785 0.0676 0.0528 0.0148 0.1014 - 68.0000 0.0450 0.1785 0.1191 0.0852 0.0339 0.3626 - 68.0000 0.0450 0.1785 0.1333 0.0882 0.0451 0.5864 - 68.0000 0.0450 0.1785 0.0924 0.0742 0.0182 0.1316 - 68.0000 0.0450 0.1785 0.0575 0.0518 0.0057 -0.0140 - 69.0000 0.0438 0.1785 0.0000 0.0000 0.0000 0.0000 - 69.0000 0.0438 0.1785 0.0965 0.0488 0.0477 0.9846 - 69.0000 0.0438 0.1785 0.0913 0.0803 0.0110 0.0033 - 69.0000 0.0438 0.1785 0.0951 0.0887 0.0065 -0.1008 - 69.0000 0.0438 0.1785 0.1037 0.0790 0.0247 0.3248 - 70.0000 0.0419 0.1785 0.0000 0.0000 0.0000 0.0000 - 70.0000 0.0419 0.1785 0.0505 0.0448 0.0057 0.1109 - 70.0000 0.0419 0.1785 0.0654 0.0856 -0.0202 -0.4585 - 70.0000 0.0419 0.1785 0.1161 0.0871 0.0291 0.5473 - 70.0000 0.0419 0.1785 0.0795 0.0768 0.0027 0.0179 - 71.0000 0.0448 0.1785 0.0000 0.0000 0.0000 0.0000 - 71.0000 0.0448 0.1785 0.0776 0.0577 0.0199 0.2664 - 71.0000 0.0448 0.1785 0.1192 0.0837 0.0356 0.4901 - 71.0000 0.0448 0.1785 0.0850 0.0883 -0.0033 -0.3112 - 71.0000 0.0448 0.1785 0.1129 0.0764 0.0366 0.5828 - 72.0000 0.0490 0.1785 0.0000 0.0000 0.0000 0.0000 - 72.0000 0.0490 0.1785 0.0738 0.0411 0.0327 0.6060 - 72.0000 0.0490 0.1785 0.0692 0.0731 -0.0039 -0.3950 - 72.0000 0.0490 0.1785 0.1286 0.0885 0.0401 0.4679 - 72.0000 0.0490 0.1785 0.1084 0.0798 0.0285 0.2954 - 72.0000 0.0490 0.1785 0.1048 0.0551 0.0497 0.9830 - 73.0000 0.0500 0.1785 0.0000 0.0000 0.0000 0.0000 - 73.0000 0.0500 0.1785 0.0857 0.0757 0.0099 -0.1175 - 73.0000 0.0500 0.1785 0.1150 0.0886 0.0265 0.1789 - 73.0000 0.0500 0.1785 0.1348 0.0764 0.0584 0.9485 - 73.0000 0.0500 0.1785 0.0942 0.0541 0.0401 0.7510 - 74.0000 0.0531 0.1785 0.0000 0.0000 0.0000 0.0000 - 74.0000 0.0531 0.1785 0.1122 0.0764 0.0359 0.0820 - 74.0000 0.0531 0.1785 0.1779 0.0887 0.0892 1.0744 - 74.0000 0.0531 0.1785 0.1728 0.0800 0.0928 1.3245 - 74.0000 0.0531 0.1785 0.0810 0.0580 0.0230 0.1225 - 75.0000 0.0517 0.1785 0.0000 0.0000 0.0000 0.0000 - 75.0000 0.0517 0.1785 0.1038 0.0793 0.0245 -0.0207 - 75.0000 0.0517 0.1785 0.1422 0.0883 0.0538 0.5351 - 75.0000 0.0517 0.1785 0.1810 0.0763 0.1047 1.7876 - 75.0000 0.0517 0.1785 0.0520 0.0532 -0.0012 -0.3150 - 76.0000 0.0425 0.1785 0.0000 0.0000 0.0000 0.0000 - 76.0000 0.0425 0.1785 0.0839 0.0755 0.0084 0.0709 - 76.0000 0.0425 0.1785 0.1061 0.0886 0.0175 0.2374 - 76.0000 0.0425 0.1785 0.0867 0.0783 0.0085 0.0804 - 77.0000 0.0594 0.1785 0.0000 0.0000 0.0000 0.0000 - 77.0000 0.0594 0.1785 0.1360 0.0733 0.0628 0.5374 - 77.0000 0.0594 0.1785 0.1536 0.0873 0.0663 0.4541 - 77.0000 0.0594 0.1785 0.2219 0.0798 0.1421 2.2219 - 78.0000 0.0382 0.1785 0.0000 0.0000 0.0000 0.0000 - 78.0000 0.0382 0.1785 0.0558 0.0872 -0.0315 -0.4601 - 78.0000 0.0382 0.1785 0.0684 0.0803 -0.0119 -0.0950 - 78.0000 0.0382 0.1785 0.0526 0.0550 -0.0024 0.0330 - 79.0000 0.0406 0.1785 0.0000 0.0000 0.0000 0.0000 - 79.0000 0.0406 0.1785 0.0776 0.0611 0.0164 0.3351 - 79.0000 0.0406 0.1785 0.1120 0.0867 0.0253 0.4676 - 79.0000 0.0406 0.1785 0.0660 0.0866 -0.0206 -0.4642 - 79.0000 0.0406 0.1785 0.0694 0.0749 -0.0056 -0.1547 - 80.0000 0.0406 0.1785 0.0000 0.0000 0.0000 0.0000 - 80.0000 0.0406 0.1785 0.0558 0.0813 -0.0255 -0.4836 - 80.0000 0.0406 0.1785 0.1015 0.0879 0.0135 0.3219 - 81.0000 0.0591 0.1785 0.0000 0.0000 0.0000 0.0000 - 81.0000 0.0591 0.1785 0.2557 0.0816 0.1741 2.3417 - 81.0000 0.0591 0.1785 0.2063 0.0887 0.1176 1.0625 - 81.0000 0.0591 0.1785 0.1777 0.0792 0.0985 0.9550 - 81.0000 0.0591 0.1785 0.0908 0.0526 0.0383 0.2993 - 82.0000 0.0394 0.1785 0.0000 0.0000 0.0000 0.0000 - 82.0000 0.0394 0.1785 0.0544 0.0821 -0.0278 -0.4779 - 82.0000 0.0394 0.1785 0.1047 0.0886 0.0161 0.4246 - 82.0000 0.0394 0.1785 0.0590 0.0794 -0.0204 -0.3450 - 83.0000 0.0495 0.1785 0.0000 0.0000 0.0000 0.0000 - 83.0000 0.0495 0.1785 0.0656 0.0488 0.0168 0.0406 - 83.0000 0.0495 0.1785 0.1352 0.0847 0.0506 0.5243 - 83.0000 0.0495 0.1785 0.1359 0.0868 0.0491 0.4992 - 83.0000 0.0495 0.1785 0.1325 0.0737 0.0588 0.8669 - 83.0000 0.0495 0.1785 0.0659 0.0517 0.0141 0.0897 - 84.0000 0.0430 0.1785 0.0000 0.0000 0.0000 0.0000 - 84.0000 0.0430 0.1785 0.0962 0.0790 0.0172 0.1776 - 84.0000 0.0430 0.1785 0.1260 0.0885 0.0375 0.5646 - 84.0000 0.0430 0.1785 0.0812 0.0807 0.0005 -0.1578 - 84.0000 0.0430 0.1785 0.0604 0.0550 0.0055 0.0348 - 85.0000 0.0538 0.1785 0.0000 0.0000 0.0000 0.0000 - 85.0000 0.0538 0.1785 0.1739 0.0880 0.0858 0.9754 - 85.0000 0.0538 0.1785 0.1580 0.0855 0.0725 0.7684 - 85.0000 0.0538 0.1785 0.1414 0.0724 0.0690 0.9229 - 86.0000 0.0463 0.1785 0.0000 0.0000 0.0000 0.0000 - 86.0000 0.0463 0.1785 0.0659 0.0738 -0.0079 -0.4299 - 86.0000 0.0463 0.1785 0.1419 0.0885 0.0533 0.7961 - 86.0000 0.0463 0.1785 0.1161 0.0789 0.0371 0.5452 - 87.0000 0.0480 0.1785 0.0000 0.0000 0.0000 0.0000 - 87.0000 0.0480 0.1785 0.0969 0.0775 0.0193 0.0700 - 87.0000 0.0480 0.1785 0.1184 0.0886 0.0297 0.2403 - 87.0000 0.0480 0.1785 0.1401 0.0782 0.0620 1.0134 - 88.0000 0.0465 0.1785 0.0000 0.0000 0.0000 0.0000 - 88.0000 0.0465 0.1785 0.0562 0.0460 0.0103 0.0605 - 88.0000 0.0465 0.1785 0.1179 0.0842 0.0337 0.4137 - 88.0000 0.0465 0.1785 0.0884 0.0880 0.0003 -0.2733 - 88.0000 0.0465 0.1785 0.1318 0.0760 0.0558 0.9660 - 89.0000 0.0417 0.1785 0.0000 0.0000 0.0000 0.0000 - 89.0000 0.0417 0.1785 0.0576 0.0541 0.0034 0.0737 - 90.0000 0.0419 0.1785 0.0000 0.0000 0.0000 0.0000 - 90.0000 0.0419 0.1785 0.0541 0.0845 -0.0304 -0.6461 - 90.0000 0.0419 0.1785 0.1245 0.0876 0.0369 0.7271 - 90.0000 0.0419 0.1785 0.0759 0.0751 0.0007 -0.0053 - 91.0000 0.0588 0.1785 0.0000 0.0000 0.0000 0.0000 - 91.0000 0.0588 0.1785 0.2571 0.1353 0.1217 -0.2534 - 91.0000 0.0588 0.1785 0.7080 0.2513 0.4567 2.2761 - 91.0000 0.0588 0.1785 0.5857 0.2656 0.3201 0.8368 - 91.0000 0.0588 0.1785 0.6498 0.2300 0.4199 2.5855 - 91.0000 0.0588 0.1785 0.1853 0.1630 0.0222 -1.1671 - 92.0000 0.0411 0.1785 0.0000 0.0000 0.0000 0.0000 - 92.0000 0.0411 0.1785 0.0867 0.1424 -0.0556 -0.5054 - 92.0000 0.0411 0.1785 0.1801 0.2564 -0.0763 -0.4026 - 92.0000 0.0411 0.1785 0.1988 0.2627 -0.0639 -0.2957 - 92.0000 0.0411 0.1785 0.1937 0.2233 -0.0296 -0.0645 - 92.0000 0.0411 0.1785 0.2122 0.1594 0.0528 0.9362 - 92.0000 0.0411 0.1785 0.0767 0.0786 -0.0019 -0.1329 - 93.0000 0.0325 0.1785 0.0000 0.0000 0.0000 0.0000 - 93.0000 0.0325 0.1785 0.1761 0.1560 0.0201 0.4893 - 93.0000 0.0325 0.1785 0.2786 0.2516 0.0270 0.4936 - 93.0000 0.0325 0.1785 0.1907 0.2657 -0.0750 -0.4795 - 93.0000 0.0325 0.1785 0.1852 0.2362 -0.0510 -0.2882 - 93.0000 0.0325 0.1785 0.0551 0.1627 -0.1076 -1.2932 - 94.0000 0.0352 0.1785 0.0000 0.0000 0.0000 0.0000 - 94.0000 0.0352 0.1785 0.1386 0.1991 -0.0605 -0.3032 - 94.0000 0.0352 0.1785 0.1627 0.2614 -0.0987 -0.5272 - 94.0000 0.0352 0.1785 0.2591 0.2440 0.0151 0.5757 - 94.0000 0.0352 0.1785 0.0646 0.1682 -0.1036 -1.1293 - 95.0000 0.0406 0.1785 0.0000 0.0000 0.0000 0.0000 - 95.0000 0.0406 0.1785 0.0569 0.0911 -0.0343 -0.4517 - 95.0000 0.0406 0.1785 0.1106 0.2616 -0.1509 -1.2125 - 95.0000 0.0406 0.1785 0.3593 0.2624 0.0969 1.1735 - 95.0000 0.0406 0.1785 0.2001 0.2234 -0.0234 -0.0612 - 95.0000 0.0406 0.1785 0.1264 0.1534 -0.0269 -0.2997 - 95.0000 0.0406 0.1785 0.0735 0.0747 -0.0012 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0.0547 0.5629 - 98.0000 0.0631 0.1785 0.1260 0.0390 0.0870 1.5704 - 98.0000 0.0631 0.1785 0.0718 0.0133 0.0585 1.2016 - 98.0000 0.0631 0.1785 0.0521 0.0045 0.0476 1.1092 - 99.0000 0.0457 0.1785 0.0000 0.0000 0.0000 0.0000 - 99.0000 0.0457 0.1785 0.1202 0.1408 -0.0207 -0.6892 - 99.0000 0.0457 0.1785 0.3690 0.2619 0.1072 0.6406 - 99.0000 0.0457 0.1785 0.3887 0.2570 0.1317 0.9174 - 99.0000 0.0457 0.1785 0.1928 0.2167 -0.0239 -0.6407 - 99.0000 0.0457 0.1785 0.1912 0.1492 0.0420 0.3751 - 99.0000 0.0457 0.1785 0.0872 0.0737 0.0136 0.1855 - 100.0000 0.0328 0.1785 0.0000 0.0000 0.0000 0.0000 - 100.0000 0.0328 0.1785 0.1206 0.1996 -0.0790 -0.3825 - 100.0000 0.0328 0.1785 0.2081 0.2643 -0.0562 0.0174 - 100.0000 0.0328 0.1785 0.1165 0.2259 -0.1094 -0.6933 - 100.0000 0.0328 0.1785 0.0980 0.1589 -0.0609 -0.4820 - 101.0000 0.0383 0.1785 0.0000 0.0000 0.0000 0.0000 - 101.0000 0.0383 0.1785 0.0685 0.0635 0.0050 -0.0647 - 101.0000 0.0383 0.1785 0.2945 0.2312 0.0633 0.4254 - 101.0000 0.0383 0.1785 0.3895 0.2657 0.1238 0.9536 - 101.0000 0.0383 0.1785 0.1879 0.2354 -0.0475 -0.7037 - 101.0000 0.0383 0.1785 0.1317 0.1688 -0.0371 -0.6239 - 102.0000 0.0440 0.1785 0.0000 0.0000 0.0000 0.0000 - 102.0000 0.0440 0.1785 0.1804 0.1034 0.0770 0.4163 - 102.0000 0.0440 0.1785 0.4554 0.2531 0.2023 0.8748 - 102.0000 0.0440 0.1785 0.5314 0.2647 0.2667 1.4751 - 102.0000 0.0440 0.1785 0.3120 0.2266 0.0854 -0.0136 - 102.0000 0.0440 0.1785 0.1411 0.1567 -0.0155 -0.8569 - 103.0000 0.0430 0.1785 0.0000 0.0000 0.0000 0.0000 - 103.0000 0.0430 0.1785 0.1518 0.2016 -0.0498 -0.0383 - 103.0000 0.0430 0.1785 0.1649 0.2655 -0.1006 -0.4454 - 103.0000 0.0430 0.1785 0.1789 0.2394 -0.0604 -0.1888 - 103.0000 0.0430 0.1785 0.1099 0.1632 -0.0534 -0.5327 - 103.0000 0.0430 0.1785 0.1083 0.0805 0.0278 0.4634 - 103.0000 0.0430 0.1785 0.0922 0.0377 0.0545 1.0870 - 103.0000 0.0430 0.1785 0.0554 0.0046 0.0508 1.2505 - 104.0000 0.0378 0.1785 0.0000 0.0000 0.0000 0.0000 - 104.0000 0.0378 0.1785 0.1604 0.2114 -0.0510 -0.2578 - 104.0000 0.0378 0.1785 0.2155 0.2661 -0.0506 -0.1678 - 104.0000 0.0378 0.1785 0.1734 0.2334 -0.0600 -0.3651 - 104.0000 0.0378 0.1785 0.1612 0.1597 0.0014 0.2156 - 104.0000 0.0378 0.1785 0.0804 0.0785 0.0019 0.0484 - 105.0000 0.0483 0.1785 0.0000 0.0000 0.0000 0.0000 - 105.0000 0.0483 0.1785 0.2155 0.0785 0.1370 1.9828 - 105.0000 0.0483 0.1785 0.2184 0.2388 -0.0204 -1.3663 - 105.0000 0.0483 0.1785 0.5621 0.2656 0.2964 1.7306 - 105.0000 0.0483 0.1785 0.4933 0.2251 0.2682 2.0199 - 105.0000 0.0483 0.1785 0.1061 0.1545 -0.0484 -1.4098 - 106.0000 0.0351 0.1785 0.0000 0.0000 0.0000 0.0000 - 106.0000 0.0351 0.1785 0.1626 0.2048 -0.0423 -0.0074 - 106.0000 0.0351 0.1785 0.1439 0.2654 -0.1215 -0.6880 - 106.0000 0.0351 0.1785 0.1692 0.2303 -0.0612 -0.2287 - 107.0000 0.0359 0.1785 0.0000 0.0000 0.0000 0.0000 - 107.0000 0.0359 0.1785 0.0851 0.0648 0.0203 0.4974 - 107.0000 0.0359 0.1785 0.2245 0.2217 0.0028 0.1140 - 107.0000 0.0359 0.1785 0.2383 0.2661 -0.0277 -0.1632 - 107.0000 0.0359 0.1785 0.2775 0.2399 0.0376 0.5234 - 107.0000 0.0359 0.1785 0.0502 0.1694 -0.1192 -1.5290 - 108.0000 0.0369 0.1785 0.0000 0.0000 0.0000 0.0000 - 108.0000 0.0369 0.1785 0.2291 0.2380 -0.0088 0.3278 - 108.0000 0.0369 0.1785 0.1943 0.2661 -0.0717 -0.2746 - 108.0000 0.0369 0.1785 0.0871 0.2368 -0.1497 -1.2202 - 108.0000 0.0369 0.1785 0.1725 0.1618 0.0107 0.4409 - 108.0000 0.0369 0.1785 0.0784 0.0803 -0.0019 0.0234 - 109.0000 0.0453 0.1785 0.0000 0.0000 0.0000 0.0000 - 109.0000 0.0453 0.1785 0.2032 0.2355 -0.0323 0.0954 - 109.0000 0.0453 0.1785 0.1271 0.2661 -0.1390 -0.9294 - 109.0000 0.0453 0.1785 0.1962 0.2337 -0.0375 -0.0877 - 109.0000 0.0453 0.1785 0.1716 0.1609 0.0107 0.2701 - 109.0000 0.0453 0.1785 0.1455 0.0792 0.0663 1.1830 - 109.0000 0.0453 0.1785 0.0677 0.0383 0.0293 0.3967 - 110.0000 0.0366 0.1785 0.0000 0.0000 0.0000 0.0000 - 110.0000 0.0366 0.1785 0.1919 0.1448 0.0471 0.6324 - 110.0000 0.0366 0.1785 0.2781 0.2388 0.0393 0.3343 - 110.0000 0.0366 0.1785 0.2432 0.2653 -0.0221 -0.2703 - 110.0000 0.0366 0.1785 0.2381 0.2400 -0.0019 -0.0575 - 110.0000 0.0366 0.1785 0.1159 0.1604 -0.0445 -0.6279 - 111.0000 0.0418 0.1785 0.0000 0.0000 0.0000 0.0000 - 111.0000 0.0418 0.1785 0.1172 0.1045 0.0127 -0.7391 - 111.0000 0.0418 0.1785 0.5359 0.2346 0.3014 2.0940 - 111.0000 0.0418 0.1785 0.4972 0.2656 0.2317 1.1584 - 111.0000 0.0418 0.1785 0.3210 0.2412 0.0798 -0.1107 - 111.0000 0.0418 0.1785 0.1300 0.1721 -0.0422 -1.2367 - 112.0000 0.0437 0.1785 0.0000 0.0000 0.0000 0.0000 - 112.0000 0.0437 0.1785 0.1701 0.1206 0.0494 0.1619 - 112.0000 0.0437 0.1785 0.3644 0.2585 0.1058 0.3118 - 112.0000 0.0437 0.1785 0.4150 0.2600 0.1550 0.8297 - 112.0000 0.0437 0.1785 0.3144 0.2176 0.0969 0.5142 - 112.0000 0.0437 0.1785 0.1399 0.1488 -0.0089 -0.5261 - 112.0000 0.0437 0.1785 0.0654 0.0734 -0.0080 -0.1596 - 113.0000 0.0504 0.1785 0.0000 0.0000 0.0000 0.0000 - 113.0000 0.0504 0.1785 0.1511 0.1383 0.0128 -0.5089 - 113.0000 0.0504 0.1785 0.4226 0.2609 0.1617 0.8155 - 113.0000 0.0504 0.1785 0.3970 0.2510 0.1459 0.7503 - 113.0000 0.0504 0.1785 0.2791 0.2186 0.0605 0.0083 - 113.0000 0.0504 0.1785 0.2318 0.1545 0.0772 0.6341 - 114.0000 0.0443 0.1785 0.0000 0.0000 0.0000 0.0000 - 114.0000 0.0443 0.1785 0.1634 0.1970 -0.0336 -0.2761 - 114.0000 0.0443 0.1785 0.1172 0.2589 -0.1417 -1.2594 - 114.0000 0.0443 0.1785 0.3698 0.2454 0.1244 1.3814 - 114.0000 0.0443 0.1785 0.1749 0.1689 0.0061 0.1075 - 115.0000 0.0353 0.1785 0.0000 0.0000 0.0000 0.0000 - 115.0000 0.0353 0.1785 0.0539 0.0785 -0.0245 -0.4581 - 115.0000 0.0353 0.1785 0.2346 0.2297 0.0050 0.1401 - 115.0000 0.0353 0.1785 0.3154 0.2653 0.0500 0.5803 - 115.0000 0.0353 0.1785 0.1901 0.2311 -0.0410 -0.3248 - 115.0000 0.0353 0.1785 0.0732 0.1591 -0.0858 -1.1186 - 116.0000 0.0334 0.1785 0.0000 0.0000 0.0000 0.0000 - 116.0000 0.0334 0.1785 0.1282 0.2491 -0.1209 -0.6726 - 116.0000 0.0334 0.1785 0.1989 0.2620 -0.0630 -0.0774 - 116.0000 0.0334 0.1785 0.1877 0.2233 -0.0356 0.1051 - 116.0000 0.0334 0.1785 0.0691 0.1563 -0.0872 -0.9115 - 117.0000 0.0302 0.1785 0.0000 0.0000 0.0000 0.0000 - 117.0000 0.0302 0.1785 0.0837 0.2610 -0.1773 -0.7668 - 117.0000 0.0302 0.1785 0.1548 0.2626 -0.1078 -0.1150 - 117.0000 0.0302 0.1785 0.0635 0.2232 -0.1597 -0.9446 - 117.0000 0.0302 0.1785 0.0857 0.1586 -0.0729 -0.4303 - 117.0000 0.0302 0.1785 0.0525 0.0387 0.0138 0.2541 - 118.0000 0.0319 0.1785 0.0000 0.0000 0.0000 0.0000 - 118.0000 0.0319 0.1785 0.1169 0.1646 -0.0478 -0.0813 - 118.0000 0.0319 0.1785 0.1940 0.2506 -0.0567 0.0326 - 118.0000 0.0319 0.1785 0.1948 0.2581 -0.0632 -0.0291 - 118.0000 0.0319 0.1785 0.0503 0.2166 -0.1664 -1.3666 - 118.0000 0.0319 0.1785 0.1006 0.1545 -0.0539 -0.3475 - 119.0000 0.0346 0.1785 0.0000 0.0000 0.0000 0.0000 - 119.0000 0.0346 0.1785 0.2098 0.2338 -0.0240 -0.0977 - 119.0000 0.0346 0.1785 0.3367 0.2647 0.0720 0.8616 - 119.0000 0.0346 0.1785 0.1156 0.2329 -0.1173 -1.0921 - 119.0000 0.0346 0.1785 0.1225 0.1636 -0.0411 -0.3985 - 119.0000 0.0346 0.1785 0.0566 0.0805 -0.0240 -0.3256 - 120.0000 0.0324 0.1785 0.0000 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122.0000 0.0380 0.1785 0.6167 0.7451 -0.1284 -0.0111 - 122.0000 0.0380 0.1785 0.5796 0.5027 0.0770 0.7840 - 122.0000 0.0380 0.1785 0.0961 0.2313 -0.1351 -1.4729 - 122.0000 0.0380 0.1785 0.1448 0.1107 0.0341 0.3767 - 122.0000 0.0380 0.1785 0.0773 0.0377 0.0396 0.6731 - 123.0000 0.0425 0.1785 0.0000 0.0000 0.0000 0.0000 - 123.0000 0.0425 0.1785 0.4114 0.6359 -0.2245 -0.8718 - 123.0000 0.0425 0.1785 1.2466 0.8825 0.3641 1.1601 - 123.0000 0.0425 0.1785 0.6769 0.8153 -0.1384 -0.4200 - 123.0000 0.0425 0.1785 0.5405 0.5678 -0.0273 -0.1047 - 123.0000 0.0425 0.1785 0.2239 0.2699 -0.0460 -0.5219 - 123.0000 0.0425 0.1785 0.1592 0.1347 0.0245 0.2030 - 123.0000 0.0425 0.1785 0.0858 0.0454 0.0403 0.7272 - 123.0000 0.0425 0.1785 0.0590 0.0159 0.0431 0.9944 - 124.0000 0.0338 0.1785 0.0000 0.0000 0.0000 0.0000 - 124.0000 0.0338 0.1785 0.1857 0.1760 0.0097 0.0235 - 124.0000 0.0338 0.1785 0.7842 0.7981 -0.0139 -0.1159 - 124.0000 0.0338 0.1785 0.9229 0.8819 0.0410 0.0813 - 124.0000 0.0338 0.1785 0.8982 0.7584 0.1399 0.5018 - 124.0000 0.0338 0.1785 0.4168 0.5355 -0.1187 -0.5353 - 124.0000 0.0338 0.1785 0.1672 0.2658 -0.0986 -0.6613 - 124.0000 0.0338 0.1785 0.0694 0.1286 -0.0592 -0.4835 - 124.0000 0.0338 0.1785 0.0559 0.0458 0.0101 0.6341 - 125.0000 0.0527 0.1785 0.0000 0.0000 0.0000 0.0000 - 125.0000 0.0527 0.1785 0.4192 0.4767 -0.0575 -0.6812 - 125.0000 0.0527 0.1785 1.4710 0.8521 0.6189 1.5829 - 125.0000 0.0527 0.1785 0.8205 0.8864 -0.0659 -0.5698 - 125.0000 0.0527 0.1785 1.0833 0.7822 0.3011 0.6943 - 125.0000 0.0527 0.1785 0.5114 0.5567 -0.0452 -0.5692 - 125.0000 0.0527 0.1785 0.2880 0.2728 0.0152 -0.1632 - 125.0000 0.0527 0.1785 0.1404 0.1369 0.0035 -0.2519 - 125.0000 0.0527 0.1785 0.1213 0.0460 0.0753 1.5274 - 125.0000 0.0527 0.1785 0.1027 0.0159 0.0868 2.1521 - 126.0000 0.0421 0.1785 0.0000 0.0000 0.0000 0.0000 - 126.0000 0.0421 0.1785 1.0148 0.5470 0.4678 0.9212 - 126.0000 0.0421 0.1785 1.5490 0.8739 0.6751 0.8943 - 126.0000 0.0421 0.1785 1.4027 0.8700 0.5327 0.5341 - 126.0000 0.0421 0.1785 1.2307 0.7429 0.4878 0.8034 - 126.0000 0.0421 0.1785 0.3757 0.4998 -0.1241 -1.3070 - 126.0000 0.0421 0.1785 0.1415 0.2425 -0.1010 -0.7127 - 126.0000 0.0421 0.1785 0.0784 0.1182 -0.0398 0.4094 - 127.0000 0.0866 0.1785 0.0000 0.0000 0.0000 0.0000 - 127.0000 0.0866 0.1785 0.3404 0.4747 -0.1343 -0.0988 - 127.0000 0.0866 0.1785 0.3985 0.8413 -0.4429 -1.0272 - 127.0000 0.0866 0.1785 0.7696 0.8869 -0.1173 -0.0583 - 127.0000 0.0866 0.1785 1.0476 0.7855 0.2621 1.0155 - 127.0000 0.0866 0.1785 0.8188 0.5422 0.2767 0.9558 - 127.0000 0.0866 0.1785 0.3647 0.2616 0.1030 -1.0637 - 127.0000 0.0866 0.1785 0.5735 0.1262 0.4473 4.0013 - 127.0000 0.0866 0.1785 0.3603 0.0429 0.3175 4.5767 - 127.0000 0.0866 0.1785 0.1544 0.0144 0.1400 2.1259 - 128.0000 0.0397 0.1785 0.0000 0.0000 0.0000 0.0000 - 128.0000 0.0397 0.1785 0.3435 0.3130 0.0305 0.7060 - 128.0000 0.0397 0.1785 0.5031 0.7159 -0.2128 -0.3945 - 128.0000 0.0397 0.1785 0.5065 0.7647 -0.2581 -0.5787 - 128.0000 0.0397 0.1785 0.5060 0.5209 -0.0149 0.1919 - 128.0000 0.0397 0.1785 0.1773 0.2476 -0.0703 -0.7340 - 128.0000 0.0397 0.1785 0.1458 0.1186 0.0272 0.2256 - 128.0000 0.0397 0.1785 0.1058 0.0400 0.0658 1.2716 - 128.0000 0.0397 0.1785 0.0511 0.0140 0.0371 0.7926 - 129.0000 0.0447 0.1785 0.0000 0.0000 0.0000 0.0000 - 129.0000 0.0447 0.1785 0.2226 0.2569 -0.0343 -0.9405 - 129.0000 0.0447 0.1785 1.2250 0.7669 0.4581 1.0086 - 129.0000 0.0447 0.1785 1.0062 0.8832 0.1230 -0.1848 - 129.0000 0.0447 0.1785 1.2209 0.7591 0.4618 1.1528 - 129.0000 0.0447 0.1785 0.4914 0.5132 -0.0219 -0.5150 - 129.0000 0.0447 0.1785 0.2017 0.2470 -0.0454 -0.5661 - 129.0000 0.0447 0.1785 0.1276 0.1211 0.0065 0.2422 - 129.0000 0.0447 0.1785 0.0827 0.0139 0.0689 1.9284 - 130.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 130.0000 0.0420 0.1785 0.2041 0.3102 -0.1061 -1.2098 - 130.0000 0.0420 0.1785 1.0995 0.8268 0.2727 0.5374 - 130.0000 0.0420 0.1785 1.2230 0.8852 0.3378 0.6960 - 130.0000 0.0420 0.1785 0.9081 0.7482 0.1599 0.2913 - 130.0000 0.0420 0.1785 0.4762 0.5213 -0.0451 -0.4512 - 130.0000 0.0420 0.1785 0.1906 0.2507 -0.0601 -0.6441 - 130.0000 0.0420 0.1785 0.1086 0.1217 -0.0131 -0.1292 - 130.0000 0.0420 0.1785 0.0726 0.0410 0.0316 0.8499 - 130.0000 0.0420 0.1785 0.0664 0.0140 0.0525 1.4314 - 131.0000 0.0655 0.1785 0.0000 0.0000 0.0000 0.0000 - 131.0000 0.0655 0.1785 0.1084 0.2015 -0.0931 -0.3363 - 131.0000 0.0655 0.1785 0.7054 0.8446 -0.1392 -0.0404 - 131.0000 0.0655 0.1785 0.9346 0.8684 0.0662 0.5222 - 131.0000 0.0655 0.1785 0.5656 0.7273 -0.1617 -0.4297 - 131.0000 0.0655 0.1785 0.3613 0.4950 -0.1337 -0.9623 - 131.0000 0.0655 0.1785 0.5074 0.2383 0.2691 1.6625 - 131.0000 0.0655 0.1785 0.2947 0.1141 0.1806 1.0893 - 131.0000 0.0655 0.1785 0.2072 0.0381 0.1691 2.3536 - 131.0000 0.0655 0.1785 0.1490 0.0129 0.1361 2.6758 - 132.0000 0.0692 0.1785 0.0000 0.0000 0.0000 0.0000 - 132.0000 0.0692 0.1785 0.5921 0.5741 0.0180 0.0324 - 132.0000 0.0692 0.1785 0.6036 0.8837 -0.2802 -0.9766 - 132.0000 0.0692 0.1785 1.2145 0.7890 0.4255 1.2876 - 132.0000 0.0692 0.1785 0.8327 0.5550 0.2776 1.0513 - 132.0000 0.0692 0.1785 0.2664 0.2638 0.0026 -0.8029 - 132.0000 0.0692 0.1785 0.1667 0.1249 0.0418 -0.4910 - 132.0000 0.0692 0.1785 0.2591 0.0411 0.2181 4.2017 - 132.0000 0.0692 0.1785 0.1159 0.0147 0.1013 2.1239 - 133.0000 0.0322 0.1785 0.0000 0.0000 0.0000 0.0000 - 133.0000 0.0322 0.1785 0.5071 0.5103 -0.0032 0.2776 - 133.0000 0.0322 0.1785 0.3410 0.8776 -0.5366 -1.3463 - 133.0000 0.0322 0.1785 1.0052 0.8588 0.1464 0.7747 - 133.0000 0.0322 0.1785 0.6223 0.7225 -0.1002 -0.0554 - 133.0000 0.0322 0.1785 0.4317 0.5130 -0.0813 -0.0843 - 133.0000 0.0322 0.1785 0.0860 0.2372 -0.1512 -1.2148 - 133.0000 0.0322 0.1785 0.0965 0.1119 -0.0154 0.1575 - 134.0000 0.0363 0.1785 0.0000 0.0000 0.0000 0.0000 - 134.0000 0.0363 0.1785 0.3957 0.1224 0.2733 2.0821 - 134.0000 0.0363 0.1785 2.5462 0.7998 1.7464 3.4402 - 134.0000 0.0363 0.1785 2.3899 0.8868 1.5031 2.3326 - 134.0000 0.0363 0.1785 1.1020 0.7757 0.3263 -0.8301 - 134.0000 0.0363 0.1785 0.2054 0.5429 -0.3376 -2.9896 - 135.0000 0.0411 0.1785 0.0000 0.0000 0.0000 0.0000 - 135.0000 0.0411 0.1785 0.2557 0.2550 0.0007 -1.3131 - 135.0000 0.0411 0.1785 1.5695 0.8163 0.7532 1.2866 - 135.0000 0.0411 0.1785 1.9076 0.8760 1.0316 2.0901 - 135.0000 0.0411 0.1785 0.8576 0.7437 0.1138 -0.5474 - 135.0000 0.0411 0.1785 0.4243 0.4977 -0.0734 -0.9670 - 135.0000 0.0411 0.1785 0.1340 0.2469 -0.1129 -0.8252 - 135.0000 0.0411 0.1785 0.0718 0.1202 -0.0484 0.2246 - 136.0000 0.0414 0.1785 0.0000 0.0000 0.0000 0.0000 - 136.0000 0.0414 0.1785 0.2290 0.6578 -0.4287 -0.6794 - 136.0000 0.0414 0.1785 0.1881 0.8866 -0.6985 -1.1780 - 136.0000 0.0414 0.1785 0.5964 0.7687 -0.1723 0.2511 - 136.0000 0.0414 0.1785 0.4914 0.5418 -0.0504 0.3812 - 136.0000 0.0414 0.1785 0.1361 0.2586 -0.1225 -1.3626 - 136.0000 0.0414 0.1785 0.2318 0.1265 0.1054 0.9558 - 136.0000 0.0414 0.1785 0.1271 0.0422 0.0849 1.0967 - 136.0000 0.0414 0.1785 0.0810 0.0146 0.0665 1.1962 - 137.0000 0.0319 0.1785 0.0000 0.0000 0.0000 0.0000 - 137.0000 0.0319 0.1785 1.4297 0.7861 0.6436 1.6801 - 137.0000 0.0319 0.1785 1.2515 0.8869 0.3646 0.6607 - 137.0000 0.0319 0.1785 0.6726 0.7724 -0.0997 -0.6841 - 137.0000 0.0319 0.1785 0.1344 0.5310 -0.3966 -2.1119 - 138.0000 0.0371 0.1785 0.0000 0.0000 0.0000 0.0000 - 138.0000 0.0371 0.1785 0.2409 0.3777 -0.1368 -0.0661 - 138.0000 0.0371 0.1785 0.4895 0.7013 -0.2118 0.0006 - 138.0000 0.0371 0.1785 0.3021 0.8641 -0.5620 -0.9880 - 138.0000 0.0371 0.1785 0.3820 0.8010 -0.4191 -0.7359 - 138.0000 0.0371 0.1785 0.5958 0.5675 0.0283 0.6781 - 138.0000 0.0371 0.1785 0.2673 0.2724 -0.0051 -0.0288 - 138.0000 0.0371 0.1785 0.1532 0.1297 0.0236 -0.0567 - 138.0000 0.0371 0.1785 0.0507 0.0153 0.0354 0.5818 - 139.0000 0.0759 0.1785 0.0000 0.0000 0.0000 0.0000 - 139.0000 0.0759 0.1785 0.1304 0.3369 -0.2064 -1.2224 - 139.0000 0.0759 0.1785 1.1848 0.8757 0.3091 0.9861 - 139.0000 0.0759 0.1785 0.9982 0.8663 0.1320 0.3722 - 139.0000 0.0759 0.1785 0.5132 0.7489 -0.2357 -1.0371 - 139.0000 0.0759 0.1785 0.7747 0.5289 0.2458 0.7671 - 139.0000 0.0759 0.1785 0.5453 0.2590 0.2863 1.2929 - 139.0000 0.0759 0.1785 0.3455 0.1234 0.2221 1.2396 - 139.0000 0.0759 0.1785 0.2299 0.0416 0.1883 2.4112 - 139.0000 0.0759 0.1785 0.1726 0.0139 0.1587 3.0872 - 140.0000 0.0401 0.1785 0.0000 0.0000 0.0000 0.0000 - 140.0000 0.0401 0.1785 0.4801 0.3398 0.1403 -0.2164 - 140.0000 0.0401 0.1785 1.0441 0.7135 0.3306 0.0762 - 140.0000 0.0401 0.1785 1.7247 0.8868 0.8379 1.4857 - 140.0000 0.0401 0.1785 1.2431 0.7749 0.4682 0.7041 - 140.0000 0.0401 0.1785 0.6599 0.5361 0.1238 0.0099 - 140.0000 0.0401 0.1785 0.0879 0.2664 -0.1785 -1.5635 - 140.0000 0.0401 0.1785 0.0563 0.1344 -0.0781 -0.3336 - 140.0000 0.0401 0.1785 0.0615 0.0158 0.0457 1.8036 - 141.0000 0.0472 0.1785 0.0000 0.0000 0.0000 0.0000 - 141.0000 0.0472 0.1785 0.0581 0.2443 -0.1862 -0.8447 - 141.0000 0.0472 0.1785 0.3519 0.8517 -0.4998 -0.7932 - 141.0000 0.0472 0.1785 0.6668 0.8810 -0.2142 0.0726 - 141.0000 0.0472 0.1785 0.6189 0.7777 -0.1588 0.0921 - 141.0000 0.0472 0.1785 0.3511 0.5543 -0.2032 -0.6328 - 141.0000 0.0472 0.1785 0.3604 0.2624 0.0981 0.5055 - 141.0000 0.0472 0.1785 0.2766 0.1300 0.1466 1.1677 - 141.0000 0.0472 0.1785 0.0883 0.0440 0.0443 -0.1971 - 141.0000 0.0472 0.1785 0.1200 0.0155 0.1045 2.0016 - 142.0000 0.0285 0.1785 0.0000 0.0000 0.0000 0.0000 - 142.0000 0.0285 0.1785 0.3429 0.3282 0.0147 0.4444 - 142.0000 0.0285 0.1785 0.7839 0.8465 -0.0625 0.1559 - 142.0000 0.0285 0.1785 0.6449 0.8839 -0.2390 -0.3650 - 142.0000 0.0285 0.1785 0.4288 0.7646 -0.3358 -0.8152 - 142.0000 0.0285 0.1785 0.4588 0.5261 -0.0672 0.0921 - 142.0000 0.0285 0.1785 0.1018 0.2532 -0.1514 -0.9996 - 143.0000 0.0631 0.1785 0.0000 0.0000 0.0000 0.0000 - 143.0000 0.0631 0.1785 0.4615 0.5696 -0.1081 -0.5295 - 143.0000 0.0631 0.1785 1.0795 0.8552 0.2243 0.6244 - 143.0000 0.0631 0.1785 0.8845 0.8818 0.0027 -0.1014 - 143.0000 0.0631 0.1785 0.7299 0.7393 -0.0093 -0.2099 - 143.0000 0.0631 0.1785 0.8438 0.5197 0.3241 1.4333 - 143.0000 0.0631 0.1785 0.1947 0.2517 -0.0570 -1.3430 - 143.0000 0.0631 0.1785 0.2057 0.1230 0.0827 0.3191 - 143.0000 0.0631 0.1785 0.2447 0.0427 0.2020 3.8663 - 143.0000 0.0631 0.1785 0.0715 0.0149 0.0566 1.0032 - 144.0000 0.0589 0.1785 0.0000 0.0000 0.0000 0.0000 - 144.0000 0.0589 0.1785 0.8028 0.6634 0.1394 0.1577 - 144.0000 0.0589 0.1785 0.9373 0.8858 0.0515 -0.2792 - 144.0000 0.0589 0.1785 0.9817 0.7656 0.2161 0.2741 - 144.0000 0.0589 0.1785 0.9866 0.5398 0.4468 1.6936 - 144.0000 0.0589 0.1785 0.4117 0.2588 0.1529 0.6467 - 144.0000 0.0589 0.1785 0.1631 0.1262 0.0370 -0.3969 - 144.0000 0.0589 0.1785 0.1164 0.0424 0.0740 1.0510 - 144.0000 0.0589 0.1785 0.0872 0.0145 0.0727 1.5653 - 145.0000 0.0465 0.1785 0.0000 0.0000 0.0000 0.0000 - 145.0000 0.0465 0.1785 0.8693 0.4778 0.3916 1.3876 - 145.0000 0.0465 0.1785 0.7857 0.8665 -0.0808 -0.9324 - 145.0000 0.0465 0.1785 1.5619 0.8742 0.6877 1.4754 - 145.0000 0.0465 0.1785 0.9157 0.7397 0.1760 0.0467 - 145.0000 0.0465 0.1785 0.5920 0.5294 0.0626 -0.1435 - 145.0000 0.0465 0.1785 0.1829 0.2540 -0.0711 -0.7876 - 145.0000 0.0465 0.1785 0.1401 0.1223 0.0178 0.5933 - 145.0000 0.0465 0.1785 0.0573 0.0407 0.0166 0.7778 - 146.0000 0.0511 0.1785 0.0000 0.0000 0.0000 0.0000 - 146.0000 0.0511 0.1785 1.3488 0.8074 0.5414 1.1217 - 146.0000 0.0511 0.1785 1.0658 0.8792 0.1866 -0.0824 - 146.0000 0.0511 0.1785 0.9873 0.7157 0.2717 0.4233 - 146.0000 0.0511 0.1785 0.5656 0.4917 0.0740 -0.1162 - 146.0000 0.0511 0.1785 0.2555 0.2303 0.0252 -0.0188 - 146.0000 0.0511 0.1785 0.0801 0.0395 0.0406 0.9908 - 146.0000 0.0511 0.1785 0.0599 0.0138 0.0461 1.2488 - 147.0000 0.0366 0.1785 0.0000 0.0000 0.0000 0.0000 - 147.0000 0.0366 0.1785 0.1213 0.2218 -0.1005 -0.8905 - 147.0000 0.0366 0.1785 0.6870 0.8516 -0.1646 -0.3629 - 147.0000 0.0366 0.1785 0.9712 0.8815 0.0897 0.4301 - 147.0000 0.0366 0.1785 0.7495 0.7433 0.0062 0.1831 - 147.0000 0.0366 0.1785 0.4121 0.5099 -0.0978 -0.3821 - 147.0000 0.0366 0.1785 0.2082 0.2505 -0.0423 -0.3411 - 147.0000 0.0366 0.1785 0.1061 0.1213 -0.0153 -0.2460 - 147.0000 0.0366 0.1785 0.0740 0.0418 0.0321 0.7003 - 148.0000 0.0484 0.1785 0.0000 0.0000 0.0000 0.0000 - 148.0000 0.0484 0.1785 0.1139 0.1484 -0.0345 -0.5990 - 148.0000 0.0484 0.1785 0.8609 0.7732 0.0877 0.1446 - 148.0000 0.0484 0.1785 1.0481 0.8845 0.1636 0.3329 - 148.0000 0.0484 0.1785 0.7129 0.7653 -0.0524 -0.3653 - 148.0000 0.0484 0.1785 0.7405 0.5265 0.2140 0.9481 - 148.0000 0.0484 0.1785 0.2268 0.2546 -0.0279 -0.5407 - 148.0000 0.0484 0.1785 0.1066 0.1217 -0.0152 -0.5491 - 148.0000 0.0484 0.1785 0.0963 0.0409 0.0554 1.0873 - 148.0000 0.0484 0.1785 0.1088 0.0138 0.0950 2.3718 - 149.0000 0.0315 0.1785 0.0000 0.0000 0.0000 0.0000 - 149.0000 0.0315 0.1785 1.0591 0.7134 0.3457 0.7417 - 149.0000 0.0315 0.1785 1.3481 0.8851 0.4630 0.9529 - 149.0000 0.0315 0.1785 0.9630 0.7837 0.1793 0.2620 - 149.0000 0.0315 0.1785 0.2248 0.5555 -0.3307 -1.7704 - 149.0000 0.0315 0.1785 0.0758 0.2742 -0.1984 -1.3363 - 149.0000 0.0315 0.1785 0.0609 0.1307 -0.0698 -0.0382 - 149.0000 0.0315 0.1785 0.0525 0.0426 0.0099 1.1805 - 150.0000 0.0268 0.1785 0.0000 0.0000 0.0000 0.0000 - 150.0000 0.0268 0.1785 0.1980 0.3350 -0.1369 -0.8286 - 150.0000 0.0268 0.1785 0.9141 0.8550 0.0591 0.4165 - 150.0000 0.0268 0.1785 0.8266 0.8843 -0.0577 0.0727 - 150.0000 0.0268 0.1785 0.6596 0.7517 -0.0921 -0.0280 - 150.0000 0.0268 0.1785 0.2017 0.5110 -0.3092 -1.2617 - 150.0000 0.0268 0.1785 0.1010 0.2430 -0.1420 -0.8363 - 151.0000 0.0923 0.1785 0.0000 0.0000 0.0000 0.0000 - 151.0000 0.0923 0.1785 0.2431 0.5446 -0.3015 -0.7001 - 151.0000 0.0923 0.1785 1.7919 2.3437 -0.5518 -0.4999 - 151.0000 0.0923 0.1785 2.7321 2.6380 0.0941 0.0459 - 151.0000 0.0923 0.1785 3.0981 2.2264 0.8717 0.7850 - 151.0000 0.0923 0.1785 2.5527 1.5492 1.0035 0.9134 - 151.0000 0.0923 0.1785 2.3443 0.7601 1.5842 3.0832 - 151.0000 0.0923 0.1785 1.0880 0.3748 0.7132 0.0167 - 151.0000 0.0923 0.1785 0.6281 0.1251 0.5030 0.7692 - 151.0000 0.0923 0.1785 0.7403 0.0431 0.6972 10.3395 - 152.0000 0.0514 0.1785 0.0000 0.0000 0.0000 0.0000 - 152.0000 0.0514 0.1785 0.6360 0.8115 -0.1755 -0.1745 - 152.0000 0.0514 0.1785 1.3630 1.8378 -0.4748 -0.3782 - 152.0000 0.0514 0.1785 2.1548 2.6587 -0.5039 -0.2731 - 152.0000 0.0514 0.1785 1.7368 2.3651 -0.6283 -0.5626 - 152.0000 0.0514 0.1785 2.5683 1.6325 0.9358 1.6209 - 152.0000 0.0514 0.1785 1.1512 0.7679 0.3833 0.8345 - 152.0000 0.0514 0.1785 0.2428 0.3753 -0.1325 -2.0078 - 152.0000 0.0514 0.1785 0.3691 0.1267 0.2425 1.8546 - 152.0000 0.0514 0.1785 0.1958 0.0437 0.1521 2.0711 - 153.0000 0.0345 0.1785 0.0000 0.0000 0.0000 0.0000 - 153.0000 0.0345 0.1785 1.7858 1.3787 0.4071 -0.7302 - 153.0000 0.0345 0.1785 5.3732 2.2857 3.0875 2.2814 - 153.0000 0.0345 0.1785 5.9740 2.6599 3.3141 2.1431 - 153.0000 0.0345 0.1785 3.2298 2.3580 0.8718 -0.0233 - 153.0000 0.0345 0.1785 0.2776 1.6507 -1.3732 -2.8982 - 153.0000 0.0345 0.1785 0.1018 0.8101 -0.7083 -1.6025 - 153.0000 0.0345 0.1785 0.0970 0.3943 -0.2973 0.2138 - 153.0000 0.0345 0.1785 0.0558 0.0456 0.0101 2.4358 - 154.0000 0.0512 0.1785 0.0000 0.0000 0.0000 0.0000 - 154.0000 0.0512 0.1785 0.1651 0.1984 -0.0333 0.3829 - 154.0000 0.0512 0.1785 2.0102 2.2704 -0.2602 0.1527 - 154.0000 0.0512 0.1785 1.5604 2.6600 -1.0996 -0.7084 - 154.0000 0.0512 0.1785 1.9812 2.3277 -0.3465 -0.0433 - 154.0000 0.0512 0.1785 1.5568 1.6293 -0.0725 0.0997 - 154.0000 0.0512 0.1785 0.9167 0.7801 0.1366 0.2036 - 154.0000 0.0512 0.1785 0.3425 0.3888 -0.0463 -1.2216 - 154.0000 0.0512 0.1785 0.3408 0.1290 0.2117 1.3123 - 154.0000 0.0512 0.1785 0.3317 0.0426 0.2890 4.9516 - 155.0000 0.0355 0.1785 0.0000 0.0000 0.0000 0.0000 - 155.0000 0.0355 0.1785 0.4203 0.4967 -0.0764 0.0979 - 155.0000 0.0355 0.1785 1.2634 2.3640 -1.1006 -0.8437 - 155.0000 0.0355 0.1785 2.1585 2.6594 -0.5009 -0.1104 - 155.0000 0.0355 0.1785 2.2313 2.3550 -0.1237 0.2478 - 155.0000 0.0355 0.1785 1.5530 1.6558 -0.1028 0.1814 - 155.0000 0.0355 0.1785 0.4618 0.8160 -0.3542 -1.0092 - 155.0000 0.0355 0.1785 0.3966 0.3916 0.0050 0.0703 - 155.0000 0.0355 0.1785 0.1457 0.1310 0.0147 0.0031 - 155.0000 0.0355 0.1785 0.1088 0.0456 0.0632 1.1243 - 156.0000 0.0221 0.1785 0.0000 0.0000 0.0000 0.0000 - 156.0000 0.0221 0.1785 0.1074 0.1688 -0.0614 -0.8663 - 156.0000 0.0221 0.1785 1.9282 2.2946 -0.3664 -0.4109 - 156.0000 0.0221 0.1785 3.1695 2.6231 0.5464 0.6113 - 156.0000 0.0221 0.1785 2.7600 2.4510 0.3090 0.4706 - 156.0000 0.0221 0.1785 0.8131 1.7071 -0.8940 -1.1626 - 156.0000 0.0221 0.1785 0.1226 0.8538 -0.7312 -1.5704 - 157.0000 0.0669 0.1785 0.0000 0.0000 0.0000 0.0000 - 157.0000 0.0669 0.1785 0.6317 0.3914 0.2403 0.1802 - 157.0000 0.0669 0.1785 5.5530 2.4569 3.0961 2.0846 - 157.0000 0.0669 0.1785 5.5190 2.6400 2.8790 1.7173 - 157.0000 0.0669 0.1785 1.8032 2.2558 -0.4526 -1.7170 - 157.0000 0.0669 0.1785 2.2293 1.5704 0.6589 0.3238 - 157.0000 0.0669 0.1785 0.4698 0.7659 -0.2961 -1.2596 - 157.0000 0.0669 0.1785 0.2960 0.3754 -0.0794 -0.1589 - 157.0000 0.0669 0.1785 0.2286 0.1270 0.1016 2.0408 - 157.0000 0.0669 0.1785 0.1840 0.0444 0.1396 3.5171 - 158.0000 0.0564 0.1785 0.0000 0.0000 0.0000 0.0000 - 158.0000 0.0564 0.1785 0.6066 0.9920 -0.3854 -0.9102 - 158.0000 0.0564 0.1785 1.2839 2.4649 -1.1810 -1.2727 - 158.0000 0.0564 0.1785 4.0217 2.6571 1.3646 1.3796 - 158.0000 0.0564 0.1785 1.9996 2.3021 -0.3025 -0.4520 - 158.0000 0.0564 0.1785 2.6361 1.5925 1.0436 1.6098 - 158.0000 0.0564 0.1785 1.1642 0.7759 0.3883 0.6603 - 158.0000 0.0564 0.1785 0.3610 0.3606 0.0004 -1.2683 - 158.0000 0.0564 0.1785 0.2867 0.1239 0.1628 0.7165 - 158.0000 0.0564 0.1785 0.2218 0.0421 0.1797 2.7385 - 159.0000 0.0474 0.1785 0.0000 0.0000 0.0000 0.0000 - 159.0000 0.0474 0.1785 1.0539 1.5387 -0.4848 -0.7663 - 159.0000 0.0474 0.1785 2.5788 2.5576 0.0212 0.0896 - 159.0000 0.0474 0.1785 2.3282 2.6029 -0.2747 -0.2312 - 159.0000 0.0474 0.1785 2.0515 2.2017 -0.1502 -0.1480 - 159.0000 0.0474 0.1785 2.4871 1.5464 0.9407 1.7551 - 159.0000 0.0474 0.1785 0.5667 0.7348 -0.1681 -0.7048 - 159.0000 0.0474 0.1785 0.1267 0.3548 -0.2281 -1.7385 - 159.0000 0.0474 0.1785 0.1918 0.1206 0.0712 0.7709 - 159.0000 0.0474 0.1785 0.1800 0.0412 0.1389 2.8430 - 160.0000 0.0206 0.1785 0.0000 0.0000 0.0000 0.0000 - 160.0000 0.0206 0.1785 0.8560 0.8810 -0.0250 0.3865 - 160.0000 0.0206 0.1785 0.6787 2.3743 -1.6956 -1.4641 - 160.0000 0.0206 0.1785 3.8656 2.6581 1.2075 1.7272 - 160.0000 0.0206 0.1785 1.0407 2.3000 -1.2593 -0.9559 - 160.0000 0.0206 0.1785 0.4204 1.5530 -1.1326 -1.3580 - 160.0000 0.0206 0.1785 0.1231 0.7602 -0.6371 -1.2600 - 161.0000 0.0695 0.1785 0.0000 0.0000 0.0000 0.0000 - 161.0000 0.0695 0.1785 1.5408 0.6909 0.8499 2.7941 - 161.0000 0.0695 0.1785 3.1692 2.5660 0.6032 0.1822 - 161.0000 0.0695 0.1785 2.5511 2.5798 -0.0287 -0.5140 - 161.0000 0.0695 0.1785 3.2987 2.1635 1.1352 0.9245 - 161.0000 0.0695 0.1785 1.4280 1.4721 -0.0441 -0.7656 - 161.0000 0.0695 0.1785 1.2534 0.7120 0.5414 1.1182 - 161.0000 0.0695 0.1785 0.7380 0.3429 0.3950 1.5024 - 161.0000 0.0695 0.1785 0.2087 0.1126 0.0961 -0.0578 - 161.0000 0.0695 0.1785 0.2302 0.0387 0.1915 3.2676 - 162.0000 0.0204 0.1785 0.0000 0.0000 0.0000 0.0000 - 162.0000 0.0204 0.1785 0.5441 1.7063 -1.1622 -1.1209 - 162.0000 0.0204 0.1785 2.2678 2.6525 -0.3847 0.3018 - 162.0000 0.0204 0.1785 1.9784 2.5746 -0.5962 0.0836 - 162.0000 0.0204 0.1785 1.1130 2.1884 -1.0754 -0.6104 - 162.0000 0.0204 0.1785 0.5438 1.5404 -0.9965 -1.0134 - 162.0000 0.0204 0.1785 0.2244 0.7445 -0.5202 -0.9698 - 162.0000 0.0204 0.1785 0.1173 0.3621 -0.2447 -0.6064 - 163.0000 0.0241 0.1785 0.0000 0.0000 0.0000 0.0000 - 163.0000 0.0241 0.1785 0.4716 0.8931 -0.4216 -0.5834 - 163.0000 0.0241 0.1785 1.6759 2.3721 -0.6962 -0.1861 - 163.0000 0.0241 0.1785 2.3460 2.6598 -0.3138 0.2904 - 163.0000 0.0241 0.1785 1.3633 2.3090 -0.9457 -0.4767 - 163.0000 0.0241 0.1785 0.5439 1.6463 -1.1024 -1.1796 - 163.0000 0.0241 0.1785 0.3648 0.8174 -0.4527 -0.7228 - 163.0000 0.0241 0.1785 0.1501 0.3961 -0.2460 -0.7184 - 163.0000 0.0241 0.1785 0.0971 0.1304 -0.0333 0.2168 - 163.0000 0.0241 0.1785 0.0559 0.0459 0.0100 0.5986 - 164.0000 0.0610 0.1785 0.0000 0.0000 0.0000 0.0000 - 164.0000 0.0610 0.1785 0.9781 0.8320 0.1461 0.4698 - 164.0000 0.0610 0.1785 1.3451 2.3936 -1.0485 -1.2403 - 164.0000 0.0610 0.1785 2.1930 2.6464 -0.4534 -0.5382 - 164.0000 0.0610 0.1785 4.3448 2.2845 2.0603 2.4124 - 164.0000 0.0610 0.1785 1.7942 1.5924 0.2018 0.2199 - 164.0000 0.0610 0.1785 0.2377 0.7475 -0.5097 -2.2432 - 164.0000 0.0610 0.1785 0.5681 0.3659 0.2022 0.8024 - 164.0000 0.0610 0.1785 0.2358 0.1204 0.1154 0.7367 - 164.0000 0.0610 0.1785 0.2705 0.0408 0.2297 4.3317 - 165.0000 0.0205 0.1785 0.0000 0.0000 0.0000 0.0000 - 165.0000 0.0205 0.1785 1.0447 1.1566 -0.1119 0.0062 - 165.0000 0.0205 0.1785 3.2760 2.2555 1.0205 1.5307 - 165.0000 0.0205 0.1785 1.0359 2.6562 -1.6203 -1.3020 - 165.0000 0.0205 0.1785 2.1682 2.3630 -0.1948 0.2227 - 165.0000 0.0205 0.1785 0.2077 1.6707 -1.4630 -1.8338 - 165.0000 0.0205 0.1785 0.0975 0.8036 -0.7061 -1.2413 - 165.0000 0.0205 0.1785 0.0502 0.3837 -0.3335 -0.4346 - 166.0000 0.0389 0.1785 0.0000 0.0000 0.0000 0.0000 - 166.0000 0.0389 0.1785 0.7095 0.7729 -0.0634 -0.2972 - 166.0000 0.0389 0.1785 2.8874 2.5797 0.3077 0.2552 - 166.0000 0.0389 0.1785 3.1830 2.6375 0.5455 0.5274 - 166.0000 0.0389 0.1785 2.4079 2.2203 0.1876 0.2818 - 166.0000 0.0389 0.1785 0.4892 1.4965 -1.0073 -1.6852 - 166.0000 0.0389 0.1785 0.2959 0.7307 -0.4348 -1.0337 - 166.0000 0.0389 0.1785 0.1396 0.3537 -0.2141 -0.6433 - 166.0000 0.0389 0.1785 0.1720 0.1188 0.0532 1.5564 - 166.0000 0.0389 0.1785 0.0909 0.0414 0.0495 1.5721 - 167.0000 0.0337 0.1785 0.0000 0.0000 0.0000 0.0000 - 167.0000 0.0337 0.1785 2.3350 2.1130 0.2220 -0.2465 - 167.0000 0.0337 0.1785 4.6233 2.6502 1.9731 1.5544 - 167.0000 0.0337 0.1785 3.6978 2.5878 1.1100 0.7548 - 167.0000 0.0337 0.1785 1.9026 2.2172 -0.3146 -0.7129 - 167.0000 0.0337 0.1785 0.8356 1.5450 -0.7094 -1.3533 - 167.0000 0.0337 0.1785 0.2619 0.7448 -0.4829 -1.1705 - 167.0000 0.0337 0.1785 0.1290 0.3579 -0.2290 -0.4057 - 167.0000 0.0337 0.1785 0.1028 0.1199 -0.0171 1.1121 - 167.0000 0.0337 0.1785 0.0693 0.0409 0.0284 1.5870 - 168.0000 0.0400 0.1785 0.0000 0.0000 0.0000 0.0000 - 168.0000 0.0400 0.1785 2.0721 1.2140 0.8581 0.7561 - 168.0000 0.0400 0.1785 2.7909 2.3382 0.4527 -0.4812 - 168.0000 0.0400 0.1785 5.1248 2.6516 2.4732 1.5844 - 168.0000 0.0400 0.1785 3.5464 2.3062 1.2402 0.6571 - 168.0000 0.0400 0.1785 1.5664 1.5650 0.0014 -0.5294 - 168.0000 0.0400 0.1785 0.3264 0.7553 -0.4289 -1.3313 - 168.0000 0.0400 0.1785 0.1450 0.3664 -0.2214 -0.5401 - 168.0000 0.0400 0.1785 0.0730 0.1252 -0.0522 0.6251 - 168.0000 0.0400 0.1785 0.1381 0.0441 0.0940 3.1196 - 169.0000 0.0514 0.1785 0.0000 0.0000 0.0000 0.0000 - 169.0000 0.0514 0.1785 0.3935 0.7292 -0.3358 -0.8280 - 169.0000 0.0514 0.1785 1.3333 2.2370 -0.9037 -0.8900 - 169.0000 0.0514 0.1785 2.9199 2.6105 0.3094 0.4892 - 169.0000 0.0514 0.1785 3.2434 2.3932 0.8502 1.1107 - 169.0000 0.0514 0.1785 1.1369 1.6473 -0.5104 -0.8574 - 169.0000 0.0514 0.1785 0.8155 0.8154 0.0002 -0.3641 - 169.0000 0.0514 0.1785 0.5898 0.4016 0.1883 0.2809 - 169.0000 0.0514 0.1785 0.3222 0.1343 0.1879 1.0102 - 169.0000 0.0514 0.1785 0.2479 0.0465 0.2014 2.9799 - 170.0000 0.0219 0.1785 0.0000 0.0000 0.0000 0.0000 - 170.0000 0.0219 0.1785 1.2661 1.1539 0.1122 0.6143 - 170.0000 0.0219 0.1785 2.2195 2.5209 -0.3014 0.0722 - 170.0000 0.0219 0.1785 1.8931 2.6599 -0.7668 -0.3657 - 170.0000 0.0219 0.1785 1.3631 2.3629 -0.9998 -0.7004 - 170.0000 0.0219 0.1785 1.1019 1.6840 -0.5821 -0.3938 - 170.0000 0.0219 0.1785 0.2672 0.8182 -0.5509 -0.9626 - 170.0000 0.0219 0.1785 0.0682 0.3867 -0.3185 -0.7765 - 171.0000 0.0543 0.1785 0.0000 0.0000 0.0000 0.0000 - 171.0000 0.0543 0.1785 0.7175 1.1518 -0.4343 -0.2589 - 171.0000 0.0543 0.1785 1.8174 2.4771 -0.6597 -0.1775 - 171.0000 0.0543 0.1785 2.0087 2.6464 -0.6377 -0.1858 - 171.0000 0.0543 0.1785 1.5626 2.2847 -0.7221 -0.5151 - 171.0000 0.0543 0.1785 1.8502 1.5936 0.2566 0.5077 - 171.0000 0.0543 0.1785 1.2647 0.7729 0.4918 0.8494 - 171.0000 0.0543 0.1785 0.6820 0.3744 0.3075 0.0145 - 171.0000 0.0543 0.1785 0.4351 0.1284 0.3067 1.3065 - 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0.4864 0.3747 1.1255 + 179.0000 0.0672 0.1786 3.7022 1.9829 1.7193 1.4743 + 179.0000 0.0672 0.1786 3.9559 2.6453 1.3106 0.5564 + 179.0000 0.0672 0.1786 3.1761 2.4198 0.7563 0.1386 + 179.0000 0.0672 0.1786 1.6545 1.7480 -0.0935 -0.7102 + 179.0000 0.0672 0.1786 0.4411 0.8385 -0.3974 -1.4193 + 179.0000 0.0672 0.1786 0.2849 0.4041 -0.1192 -0.5011 + 179.0000 0.0672 0.1786 0.3051 0.1394 0.1657 2.4618 + 179.0000 0.0672 0.1786 0.2491 0.0489 0.2003 4.3680 + 180.0000 0.0223 0.1786 0.0000 0.0000 0.0000 0.0000 + 180.0000 0.0223 0.1786 0.6963 1.8383 -1.1421 -1.0076 + 180.0000 0.0223 0.1786 1.8122 2.5440 -0.7318 -0.1291 + 180.0000 0.0223 0.1786 2.4193 2.6228 -0.2035 0.4546 + 180.0000 0.0223 0.1786 1.3850 2.3003 -0.9153 -0.4020 ID V2 V3 DV PRED RES WRES - 180.0000 0.0223 0.1785 0.6147 1.5744 -0.9597 -0.9638 - 180.0000 0.0223 0.1785 0.2410 0.7591 -0.5181 -1.0105 - 180.0000 0.0223 0.1785 0.0975 0.3688 -0.2713 -0.8898 - 180.0000 0.0223 0.1785 0.0801 0.1268 -0.0468 0.1397 - 180.0000 0.0223 0.1785 0.0657 0.0441 0.0216 0.9402 + 180.0000 0.0223 0.1786 0.6147 1.5740 -0.9593 -0.9635 + 180.0000 0.0223 0.1786 0.2410 0.7588 -0.5178 -1.0101 + 180.0000 0.0223 0.1786 0.0975 0.3686 -0.2711 -0.8892 + 180.0000 0.0223 0.1786 0.0801 0.1267 -0.0467 0.1403 + 180.0000 0.0223 0.1786 0.0657 0.0441 0.0216 0.9401 diff --git a/inst/examples/nonmem/xgxr132.coi b/inst/examples/nonmem/xgxr132.coi index d2149079..550f16a7 100644 --- a/inst/examples/nonmem/xgxr132.coi +++ b/inst/examples/nonmem/xgxr132.coi @@ -1,20 +1,20 @@ TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) - THETA1 5.17823E+02 -2.04556E+02 4.49065E+01 1.08643E+01 6.66808E+01 -1.27873E+01 -3.41182E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.20700E+02 0.00000E+00 0.00000E+00 -8.31141E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA2 -2.04556E+02 4.36650E+02 -5.62890E+01 -4.21973E+01 1.49686E+01 3.00299E+01 2.74827E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.49222E+02 0.00000E+00 0.00000E+00 3.58167E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA3 4.49065E+01 -5.62890E+01 2.34476E+02 5.91440E+01 1.50032E+02 -2.02917E+01 -3.74440E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 4.97303E+01 0.00000E+00 0.00000E+00 -6.85617E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA4 1.08643E+01 -4.21973E+01 5.91440E+01 1.29287E+02 -1.99206E+02 -2.46720E+00 2.41386E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.99579E+01 0.00000E+00 0.00000E+00 -1.08970E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA5 6.66808E+01 1.49686E+01 1.50032E+02 -1.99206E+02 8.59438E+02 -2.79187E+01 -1.96037E+03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.41194E+00 0.00000E+00 0.00000E+00 -1.00254E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA6 -1.27873E+01 3.00299E+01 -2.02917E+01 -2.46720E+00 -2.79187E+01 3.62495E+01 1.22567E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.77494E+01 0.00000E+00 0.00000E+00 -5.63972E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - SIGMA(1,1) -3.41182E+01 2.74827E+02 -3.74440E+02 2.41386E+02 -1.96037E+03 1.22567E+02 3.44014E+04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.79660E+02 0.00000E+00 0.00000E+00 8.40212E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA1 4.95398E+02 -2.06225E+02 4.94598E+01 -1.00170E+01 6.03074E+01 -1.56982E+01 -9.51560E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.24262E+02 0.00000E+00 0.00000E+00 -9.98763E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 -2.06225E+02 4.40668E+02 -6.53719E+01 -4.70347E+01 4.38508E+01 3.47617E+01 2.20089E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.43998E+02 0.00000E+00 0.00000E+00 4.04783E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 4.94598E+01 -6.53719E+01 3.21402E+02 6.46311E+01 1.00962E+02 -2.50755E+01 -3.64359E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 5.70845E+01 0.00000E+00 0.00000E+00 -5.90693E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 -1.00170E+01 -4.70347E+01 6.46311E+01 8.09690E+01 -1.33999E+02 -6.37295E+00 1.63475E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 4.03196E+01 0.00000E+00 0.00000E+00 -1.01657E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 6.03074E+01 4.38508E+01 1.00962E+02 -1.33999E+02 6.12625E+02 -1.77392E+01 -1.58166E+03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.87888E+01 0.00000E+00 0.00000E+00 -2.70959E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 -1.56982E+01 3.47617E+01 -2.50755E+01 -6.37295E+00 -1.77392E+01 4.86356E+01 1.28285E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -8.84059E+01 0.00000E+00 0.00000E+00 -1.18747E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -9.51560E+01 2.20089E+02 -3.64359E+02 1.63475E+02 -1.58166E+03 1.28285E+02 3.28843E+04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.47880E+02 0.00000E+00 0.00000E+00 8.35272E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(2,2) 1.20700E+02 -1.49222E+02 4.97303E+01 3.99579E+01 -2.41194E+00 -7.77494E+01 2.79660E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.13582E+03 0.00000E+00 0.00000E+00 -2.81163E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) 1.24262E+02 -1.43998E+02 5.70845E+01 4.03196E+01 -3.87888E+01 -8.84059E+01 3.47880E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.12344E+03 0.00000E+00 0.00000E+00 -3.44486E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(3,3) -8.31141E+01 3.58167E+01 -6.85617E+01 -1.08970E+02 -1.00254E+02 -5.63972E+00 8.40212E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.81163E+01 0.00000E+00 0.00000E+00 3.89006E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) -9.98763E+01 4.04783E+01 -5.90693E+01 -1.01657E+02 -2.70959E+01 -1.18747E+01 8.35272E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.44486E+01 0.00000E+00 0.00000E+00 6.46400E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 @@ -26,21 +26,21 @@ TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Su OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) - THETA1 4.49360E+02 -2.24560E+02 -3.27450E+01 -7.40075E+01 1.26456E+02 1.54125E+01 -2.83900E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 5.42443E+01 0.00000E+00 0.00000E+00 3.80784E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA2 -2.24560E+02 5.06603E+02 5.34931E+01 2.44585E+01 -2.42094E+01 -2.39387E+01 -8.91358E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.22360E+01 0.00000E+00 0.00000E+00 -3.68154E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA3 -3.27450E+01 5.34931E+01 2.86206E+02 1.02893E+02 -6.46154E+01 -3.46818E+00 -3.00855E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.84010E+01 0.00000E+00 0.00000E+00 1.06253E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA4 -7.40075E+01 2.44585E+01 1.02893E+02 9.15391E+01 -1.66225E+02 -8.19578E+00 -1.76121E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.04999E+01 0.00000E+00 0.00000E+00 6.63909E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA5 1.26456E+02 -2.42094E+01 -6.46154E+01 -1.66225E+02 5.65750E+02 6.20114E+00 2.52622E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.52740E+02 0.00000E+00 0.00000E+00 4.30695E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA6 1.54125E+01 -2.39387E+01 -3.46818E+00 -8.19578E+00 6.20114E+00 4.25009E+01 -9.09488E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.77807E+01 0.00000E+00 0.00000E+00 1.86148E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - SIGMA(1,1) -2.83900E+02 -8.91358E+02 -3.00855E+02 -1.76121E+02 2.52622E+02 -9.09488E+01 4.01967E+04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.34064E+02 0.00000E+00 0.00000E+00 -8.67391E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA1 4.55501E+02 -2.34613E+02 -4.18260E+01 -6.11605E+01 1.57984E+02 2.06776E+01 -2.68208E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.33549E+01 0.00000E+00 0.00000E+00 9.58196E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 -2.34613E+02 4.96990E+02 6.48875E+01 1.84200E+01 -1.66649E+01 -2.69785E+01 -8.99190E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 9.13332E+01 0.00000E+00 0.00000E+00 -2.43789E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -4.18260E+01 6.48875E+01 3.56650E+02 9.38177E+01 -9.60213E+01 -1.02453E+01 -2.87975E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.17969E+00 0.00000E+00 0.00000E+00 7.76846E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 -6.11605E+01 1.84200E+01 9.38177E+01 6.38046E+01 -9.43121E+01 -7.62162E+00 -4.79908E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.91718E+01 0.00000E+00 0.00000E+00 -9.55288E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.57984E+02 -1.66649E+01 -9.60213E+01 -9.43121E+01 4.84275E+02 9.13509E+00 3.85857E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.13884E+02 0.00000E+00 0.00000E+00 -2.43500E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 2.06776E+01 -2.69785E+01 -1.02453E+01 -7.62162E+00 9.13509E+00 5.84491E+01 -9.04475E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 9.95379E+01 0.00000E+00 0.00000E+00 2.95624E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -2.68208E+02 -8.99190E+02 -2.87975E+02 -4.79908E+01 3.85857E+02 -9.04475E+01 3.83559E+04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.16131E+02 0.00000E+00 0.00000E+00 -5.31766E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(2,2) 5.42443E+01 8.22360E+01 2.84010E+01 -2.04999E+01 1.52740E+02 8.77807E+01 -7.34064E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.46488E+03 0.00000E+00 0.00000E+00 3.22596E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) 8.33549E+01 9.13332E+01 2.17969E+00 -2.91718E+01 1.13884E+02 9.95379E+01 -2.16131E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.33954E+03 0.00000E+00 0.00000E+00 2.17342E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(3,3) 3.80784E+01 -3.68154E+01 1.06253E+02 6.63909E-02 4.30695E+01 1.86148E+01 -8.67391E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.22596E+02 0.00000E+00 0.00000E+00 5.51399E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 9.58196E+01 -2.43789E+01 7.76846E+01 -9.55288E+00 -2.43500E+00 2.95624E+01 -5.31766E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.17342E+02 0.00000E+00 0.00000E+00 7.58149E+02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr132.cor b/inst/examples/nonmem/xgxr132.cor index 4f86297c..2abeff87 100644 --- a/inst/examples/nonmem/xgxr132.cor +++ b/inst/examples/nonmem/xgxr132.cor @@ -1,20 +1,20 @@ TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) - THETA1 5.10493E-02 4.21771E-01 -1.75987E-01 2.02390E-01 1.57448E-01 3.10595E-02 -9.55069E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.43284E-02 0.00000E+00 0.00000E+00 2.46358E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA2 4.21771E-01 5.59238E-02 -2.52295E-02 9.65292E-02 4.33599E-02 -1.20396E-01 -1.04248E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.33734E-02 0.00000E+00 0.00000E+00 9.03886E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA3 -1.75987E-01 -2.52295E-02 1.56963E-01 -8.86383E-01 -8.86521E-01 -2.18549E-01 -1.05425E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.93568E-03 0.00000E+00 0.00000E+00 -7.68656E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA4 2.02390E-01 9.65292E-02 -8.86383E-01 3.83405E-01 9.56013E-01 3.20796E-01 -1.12692E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.70489E-03 0.00000E+00 0.00000E+00 9.08296E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA5 1.57448E-01 4.33599E-02 -8.86521E-01 9.56013E-01 1.33929E-01 3.37306E-01 8.46019E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.47675E-03 0.00000E+00 0.00000E+00 8.73220E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA6 3.10595E-02 -1.20396E-01 -2.18549E-01 3.20796E-01 3.37306E-01 2.00611E-01 -8.93888E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.41951E-01 0.00000E+00 0.00000E+00 3.51207E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - SIGMA(1,1) -9.55069E-02 -1.04248E-01 -1.05425E-02 -1.12692E-02 8.46019E-02 -8.93888E-02 5.96513E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.15660E-02 0.00000E+00 0.00000E+00 -9.52884E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA1 5.61744E-02 4.91099E-01 -2.99197E-01 3.85785E-01 2.50568E-01 5.05212E-02 -7.43746E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.02155E-02 0.00000E+00 0.00000E+00 3.87289E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 4.91099E-01 5.84706E-02 -1.39092E-01 2.80805E-01 1.40708E-01 -9.26870E-02 -9.58819E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 5.68697E-02 0.00000E+00 0.00000E+00 2.22527E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -2.99197E-01 -1.39092E-01 9.54456E-02 -7.81798E-01 -7.43935E-01 -8.66163E-02 -1.62248E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.61264E-03 0.00000E+00 0.00000E+00 -5.39541E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 3.85785E-01 2.80805E-01 -7.81798E-01 3.05685E-01 8.66821E-01 2.17920E-01 1.18207E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.36607E-02 0.00000E+00 0.00000E+00 7.54376E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 2.50568E-01 1.40708E-01 -7.43935E-01 8.66821E-01 9.13187E-02 2.28653E-01 1.81630E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.90826E-02 0.00000E+00 0.00000E+00 6.35670E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 5.05212E-02 -9.26870E-02 -8.66163E-02 2.17920E-01 2.28653E-01 1.66526E-01 -8.97763E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.48627E-01 0.00000E+00 0.00000E+00 2.50442E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -7.43746E-02 -9.58819E-02 -1.62248E-02 1.18207E-02 1.81630E-01 -8.97763E-02 6.07415E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.15946E-02 0.00000E+00 0.00000E+00 -1.18571E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(2,2) -7.43284E-02 8.33734E-02 3.93568E-03 -4.70489E-03 8.47675E-03 3.41951E-01 -9.15660E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.28034E-02 0.00000E+00 0.00000E+00 2.45064E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -9.02155E-02 5.68697E-02 1.61264E-03 -1.36607E-02 1.90826E-02 3.48627E-01 -9.15946E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.29801E-02 0.00000E+00 0.00000E+00 3.15175E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(3,3) 2.46358E-01 9.03886E-02 -7.68656E-01 9.08296E-01 8.73220E-01 3.51207E-01 -9.52884E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.45064E-02 0.00000E+00 0.00000E+00 1.30634E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 3.87289E-01 2.22527E-01 -5.39541E-01 7.54376E-01 6.35670E-01 2.50442E-01 -1.18571E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.15175E-02 0.00000E+00 0.00000E+00 6.28908E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 @@ -26,21 +26,21 @@ TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Su OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) - THETA1 6.44013E-02 5.71614E-01 -3.95507E-01 4.72618E-01 2.74695E-01 1.61061E-01 2.71564E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.16615E-01 0.00000E+00 0.00000E+00 1.93812E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA2 5.71614E-01 5.85969E-02 -3.57087E-01 3.42625E-01 2.33115E-01 2.86207E-01 3.34656E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.02268E-01 0.00000E+00 0.00000E+00 2.79034E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA3 -3.95507E-01 -3.57087E-01 1.13150E-01 -8.28287E-01 -6.44387E-01 -2.45735E-01 -1.73120E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.84534E-01 0.00000E+00 0.00000E+00 -4.34969E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA4 4.72618E-01 3.42625E-01 -8.28287E-01 2.93510E-01 8.40723E-01 3.09356E-01 2.06242E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.15636E-01 0.00000E+00 0.00000E+00 3.40249E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA5 2.74695E-01 2.33115E-01 -6.44387E-01 8.40723E-01 8.31454E-02 2.73611E-01 1.15973E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.27659E-01 0.00000E+00 0.00000E+00 2.45758E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA6 1.61061E-01 2.86207E-01 -2.45735E-01 3.09356E-01 2.73611E-01 1.77214E-01 1.46593E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.22488E-01 0.00000E+00 0.00000E+00 1.39609E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - SIGMA(1,1) 2.71564E-01 3.34656E-01 -1.73120E-01 2.06242E-01 1.15973E-01 1.46593E-01 5.45304E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.67033E-02 0.00000E+00 0.00000E+00 2.43046E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA1 6.33084E-02 5.62285E-01 -1.91034E-01 2.69875E-01 -2.14368E-01 6.44504E-02 2.29089E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.26730E-01 0.00000E+00 0.00000E+00 -8.44363E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 5.62285E-01 5.80223E-02 -1.93971E-01 1.50323E-01 -1.20545E-01 2.12401E-01 3.04558E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.31162E-01 0.00000E+00 0.00000E+00 3.00540E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -1.91034E-01 -1.93971E-01 7.23521E-02 -6.34778E-01 -1.19014E-01 -3.48373E-03 -6.54152E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.85645E-02 0.00000E+00 0.00000E+00 -2.06516E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 2.69875E-01 1.50323E-01 -6.34778E-01 1.97997E-01 4.27083E-01 7.66403E-02 1.43001E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.24351E-02 0.00000E+00 0.00000E+00 1.37028E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 -2.14368E-01 -1.20545E-01 -1.19014E-01 4.27083E-01 5.65934E-02 2.55311E-02 -1.36225E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -8.53047E-02 0.00000E+00 0.00000E+00 9.57703E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 6.44504E-02 2.12401E-01 -3.48373E-03 7.66403E-02 2.55311E-02 1.44984E-01 1.05020E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.64915E-01 0.00000E+00 0.00000E+00 -4.96573E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) 2.29089E-01 3.04558E-01 -6.54152E-04 1.43001E-02 -1.36225E-01 1.05020E-01 5.44473E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -6.67745E-02 0.00000E+00 0.00000E+00 6.62621E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(2,2) -2.16615E-01 -3.02268E-01 2.84534E-01 -3.15636E-01 -3.27659E-01 -4.22488E-01 -9.67033E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.24437E-02 0.00000E+00 0.00000E+00 -4.14296E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -1.26730E-01 -2.31162E-01 1.85645E-02 -3.24351E-02 -8.53047E-02 -3.64915E-01 -6.67745E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.08433E-02 0.00000E+00 0.00000E+00 -1.72594E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(3,3) 1.93812E-01 2.79034E-01 -4.34969E-01 3.40249E-01 2.45758E-01 1.39609E-01 2.43046E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.14296E-01 0.00000E+00 0.00000E+00 5.20571E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) -8.44363E-02 3.00540E-02 -2.06516E-01 1.37028E-01 9.57703E-02 -4.96573E-02 6.62621E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.72594E-01 0.00000E+00 0.00000E+00 3.87343E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr132.cov b/inst/examples/nonmem/xgxr132.cov index fb31a542..20af6b54 100644 --- a/inst/examples/nonmem/xgxr132.cov +++ b/inst/examples/nonmem/xgxr132.cov @@ -1,20 +1,20 @@ TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) - THETA1 2.60603E-03 1.20410E-03 -1.41016E-03 3.96130E-03 1.07647E-03 3.18082E-04 -2.90834E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.24470E-04 0.00000E+00 0.00000E+00 1.64291E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA2 1.20410E-03 3.12747E-03 -2.21463E-04 2.06972E-03 3.24758E-04 -1.35071E-03 -3.47764E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.52947E-04 0.00000E+00 0.00000E+00 6.60339E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA3 -1.41016E-03 -2.21463E-04 2.46374E-02 -5.33428E-02 -1.86364E-02 -6.88177E-03 -9.87099E-06 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.02645E-05 0.00000E+00 0.00000E+00 -1.57611E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA4 3.96130E-03 2.06972E-03 -5.33428E-02 1.46999E-01 4.90903E-02 2.46741E-02 -2.57733E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -5.91732E-05 0.00000E+00 0.00000E+00 4.54927E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA5 1.07647E-03 3.24758E-04 -1.86364E-02 4.90903E-02 1.79370E-02 9.06263E-03 6.75889E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.72411E-05 0.00000E+00 0.00000E+00 1.52776E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA6 3.18082E-04 -1.35071E-03 -6.88177E-03 2.46741E-02 9.06263E-03 4.02449E-02 -1.06969E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.25029E-03 0.00000E+00 0.00000E+00 9.20396E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - SIGMA(1,1) -2.90834E-05 -3.47764E-05 -9.87099E-06 -2.57733E-05 6.75889E-05 -1.06969E-04 3.55828E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.79173E-05 0.00000E+00 0.00000E+00 -7.42535E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA1 3.15557E-03 1.61304E-03 -1.60417E-03 6.62456E-03 1.28536E-03 4.72601E-04 -2.53775E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.67137E-04 0.00000E+00 0.00000E+00 1.36823E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 1.61304E-03 3.41881E-03 -7.76238E-04 5.01899E-03 7.51305E-04 -9.02483E-04 -3.40534E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.09666E-04 0.00000E+00 0.00000E+00 8.18288E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -1.60417E-03 -7.76238E-04 9.10987E-03 -2.28099E-02 -6.48411E-03 -1.37669E-03 -9.40634E-06 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 5.07627E-06 0.00000E+00 0.00000E+00 -3.23868E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 6.62456E-03 5.01899E-03 -2.28099E-02 9.34430E-02 2.41970E-02 1.10931E-02 2.19484E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.37721E-04 0.00000E+00 0.00000E+00 1.45027E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.28536E-03 7.51305E-04 -6.48411E-03 2.41970E-02 8.33910E-03 3.47710E-03 1.00747E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 5.74712E-05 0.00000E+00 0.00000E+00 3.65071E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 4.72601E-04 -9.02483E-04 -1.37669E-03 1.10931E-02 3.47710E-03 2.77309E-02 -9.08092E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.91467E-03 0.00000E+00 0.00000E+00 2.62287E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -2.53775E-05 -3.40534E-05 -9.40634E-06 2.19484E-05 1.00747E-04 -9.08092E-05 3.68954E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.83488E-05 0.00000E+00 0.00000E+00 -4.52952E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(2,2) -1.24470E-04 1.52947E-04 2.02645E-05 -5.91732E-05 3.72411E-05 2.25029E-03 -1.79173E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.07606E-03 0.00000E+00 0.00000E+00 1.05016E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -1.67137E-04 1.09666E-04 5.07627E-06 -1.37721E-04 5.74712E-05 1.91467E-03 -1.83488E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.08769E-03 0.00000E+00 0.00000E+00 6.53718E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(3,3) 1.64291E-03 6.60339E-04 -1.57611E-02 4.54927E-02 1.52776E-02 9.20396E-03 -7.42535E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.05016E-04 0.00000E+00 0.00000E+00 1.70653E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 1.36823E-03 8.18288E-04 -3.23868E-03 1.45027E-02 3.65071E-03 2.62287E-03 -4.52952E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 6.53718E-05 0.00000E+00 0.00000E+00 3.95525E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 @@ -26,21 +26,21 @@ TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Su OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) - THETA1 4.14753E-03 2.15711E-03 -2.88207E-03 8.93361E-03 1.47090E-03 1.83816E-03 9.53687E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.52598E-04 0.00000E+00 0.00000E+00 6.49763E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA2 2.15711E-03 3.43360E-03 -2.36757E-03 5.89272E-03 1.13575E-03 2.97203E-03 1.06933E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -5.74641E-04 0.00000E+00 0.00000E+00 8.51162E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA3 -2.88207E-03 -2.36757E-03 1.28029E-02 -2.75079E-02 -6.06233E-03 -4.92744E-03 -1.06817E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.04452E-03 0.00000E+00 0.00000E+00 -2.56208E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA4 8.93361E-03 5.89272E-03 -2.75079E-02 8.61480E-02 2.05170E-02 1.60909E-02 3.30095E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.00565E-03 0.00000E+00 0.00000E+00 5.19876E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA5 1.47090E-03 1.13575E-03 -6.06233E-03 2.05170E-02 6.91316E-03 4.03155E-03 5.25818E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -8.83874E-04 0.00000E+00 0.00000E+00 1.06372E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - THETA6 1.83816E-03 2.97203E-03 -4.92744E-03 1.60909E-02 4.03155E-03 3.14050E-02 1.41661E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.42909E-03 0.00000E+00 0.00000E+00 1.28793E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - SIGMA(1,1) 9.53687E-05 1.06933E-04 -1.06817E-04 3.30095E-04 5.25818E-05 1.41661E-04 2.97357E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.71084E-05 0.00000E+00 0.00000E+00 6.89934E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA1 4.00796E-03 2.06544E-03 -8.75032E-04 3.38286E-03 -7.68048E-04 5.91572E-04 7.89664E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.47458E-04 0.00000E+00 0.00000E+00 -2.07056E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 2.06544E-03 3.36658E-03 -8.14297E-04 1.72695E-03 -3.95831E-04 1.78678E-03 9.62147E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.13686E-04 0.00000E+00 0.00000E+00 6.75450E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -8.75032E-04 -8.14297E-04 5.23483E-03 -9.09353E-03 -4.87321E-04 -3.65441E-05 -2.57695E-07 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 4.14282E-05 0.00000E+00 0.00000E+00 -5.78763E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 3.38286E-03 1.72695E-03 -9.09353E-03 3.92030E-02 4.78562E-03 2.20007E-03 1.54161E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.98077E-04 0.00000E+00 0.00000E+00 1.05091E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 -7.68048E-04 -3.95831E-04 -4.87321E-04 4.78562E-03 3.20281E-03 2.09486E-04 -4.19758E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.48902E-04 0.00000E+00 0.00000E+00 2.09939E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 5.91572E-04 1.78678E-03 -3.65441E-05 2.20007E-03 2.09486E-04 2.10204E-02 8.29029E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.63182E-03 0.00000E+00 0.00000E+00 -2.78869E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) 7.89664E-05 9.62147E-05 -2.57695E-07 1.54161E-05 -4.19758E-05 8.29029E-05 2.96451E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.12137E-05 0.00000E+00 0.00000E+00 1.39745E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(2,2) -4.52598E-04 -5.74641E-04 1.04452E-03 -3.00565E-03 -8.83874E-04 -2.42909E-03 -1.71084E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.05259E-03 0.00000E+00 0.00000E+00 -6.99714E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -2.47458E-04 -4.13686E-04 4.14282E-05 -1.98077E-04 -1.48902E-04 -1.63182E-03 -1.12137E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 9.51308E-04 0.00000E+00 0.00000E+00 -2.06197E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(3,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 - OMEGA(3,3) 6.49763E-04 8.51162E-04 -2.56208E-03 5.19876E-03 1.06372E-03 1.28793E-03 6.89934E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -6.99714E-04 0.00000E+00 0.00000E+00 2.70994E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) -2.07056E-04 6.75450E-05 -5.78763E-04 1.05091E-03 2.09939E-04 -2.78869E-04 1.39745E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.06197E-04 0.00000E+00 0.00000E+00 1.50035E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr132.lst b/inst/examples/nonmem/xgxr132.lst index 3ba4e879..677170c8 100644 --- a/inst/examples/nonmem/xgxr132.lst +++ b/inst/examples/nonmem/xgxr132.lst @@ -1,13 +1,15 @@ -Wed Jul 24 01:08:49 EDT 2024 +Thu Jul 25 04:45:40 PM EDT 2024 $PROBLEM 031 SAEM -;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY +;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY ;; BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB eff0 -$INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ - CYCLE DOSE MALEN PART PROFDAY PROFTIME WEIGHTB -$DATA xgxr2covs.csv IGNORE=@ IGNORE=(FLAG.NE.0) - IGNORE(DOSE.LT.30) +$INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ CYCLE +DOSE MALEN PART PROFDAY PROFTIME WEIGHTB + +$DATA xgxr2covs.csv IGNORE=@ IGNORE=(FLAG.NE.0) IGNORE(DOSE.LT.30) + $SUBROUTINE ADVAN4 TRANS4 + $PK LTVKA=THETA(1) LTVV2=THETA(2) @@ -41,31 +43,32 @@ $ERROR Y=F+F*ERR(1)+ERR(2) ;-----------------------INITIAL ESTIMATES--------------------------------- -$THETA .1 ; 1 - LTVKA -$THETA 3 ; 2 - LTVV2 -$THETA 1 ; 3 - LTVCL -$THETA 4 ; 4 - LTVV3 -$THETA -1 ; 5 - LTVQ -$THETA .1 ; 6 - AGEEFF -$OMEGA 0 FIX -$OMEGA 0.1 -$OMEGA 0.1 -$OMEGA 0 FIX -$OMEGA 0 FIX -$SIGMA 0.1 -$SIGMA 0 FIX +$THETA (.1) ; 1 - LTVKA +$THETA (3) ; 2 - LTVV2 +$THETA (1) ; 3 - LTVCL +$THETA (4) ; 4 - LTVV3 +$THETA (-1) ; 5 - LTVQ +$THETA .1 ; 6 - AGEEFF + +$OMEGA 0 FIX +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0 FIX +$OMEGA 0 FIX + +$SIGMA 0.1 +$SIGMA 0 FIX + ;; $ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 ;; PRINT=10 NOABORT MSFO=xgxr032.msf -$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 - CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P - MSFO=xgxr132.msf -$ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 - ISAMPLE=5000 RANMETHOD=P -$COVARIANCE PRINT=E -$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT - FILE=xgxr132_res.txt -$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr132_etas.txt +$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr132.msf + +$ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P + +$COV PRINT=E +$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT FILE=xgxr132_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr132_etas.txt NM-TRAN MESSAGES @@ -83,12 +86,16 @@ NM-TRAN MESSAGES * THE MAXIMUM NUMBER OF WARNINGS OF ONE OR MORE TYPES WAS REACHED. IT IS POSSIBLE THAT SOME WARNING MESSAGES WERE SUPPRESSED. + +Note: Analytical 2nd Derivatives are constructed in FSUBS but are never used. + You may insert $ABBR DERIV2=NO after the first $PROB to save FSUBS construction and compilation time + -License Registered to: Vertex Pharmaceuticals Inc -Expiration Date: 14 JAN 2025 -Current Date: 24 JUL 2024 -Days until program expires : 175 -1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.0 +License Registered to: Philip Harder Delff for developing R packages that Interact with NONMEM +Expiration Date: 14 SEP 2024 +Current Date: 25 JUL 2024 +Days until program expires : 49 +1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.1 ORIGINALLY DEVELOPED BY STUART BEAL, LEWIS SHEINER, AND ALISON BOECKMANN CURRENT DEVELOPERS ARE ROBERT BAUER, ICON DEVELOPMENT SOLUTIONS, AND ALISON BOECKMANN. IMPLEMENTATION, EFFICIENCY, AND STANDARDIZATION @@ -170,6 +177,8 @@ Days until program expires : 175 0TABLES STEP OMITTED: NO NO. OF TABLES: 2 SEED NUMBER (SEED): 11456 + NPDTYPE: 0 + INTERPTYPE: 0 RANMETHOD: 3U MC SAMPLES (ESAMPLE): 300 WRES SQUARE ROOT TYPE (WRESCHOL): EIGENVALUE @@ -199,7 +208,7 @@ Days until program expires : 175 FIXED_EFFECT_ETAS: 0USER-CHOSEN ITEMS: ETA1 ETA2 ETA3 ETA4 ETA5 -1DOUBLE PRECISION PREDPP VERSION 7.5.0 +1DOUBLE PRECISION PREDPP VERSION 7.5.1 TWO COMPARTMENT MODEL WITH FIRST-ORDER ABSORPTION (ADVAN4) 0MAXIMUM NO. OF BASIC PK PARAMETERS: 5 @@ -273,7 +282,7 @@ Days until program expires : 175 EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS IN SHRINKAGE (ETASTYPE): NO NON-INFL. ETA CORRECTION (NONINFETA): 0 - RAW OUTPUT FILE (FILE): psn.ext + RAW OUTPUT FILE (FILE): xgxr132.ext EXCLUDE TITLE (NOTITLE): NO EXCLUDE COLUMN LABELS (NOLABEL): NO FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 @@ -328,121 +337,121 @@ Days until program expires : 175 MONITORING OF SEARCH: Stochastic/Burn-in Mode - iteration -1000 SAEMOBJ= 987.73293834643573 - iteration -990 SAEMOBJ= -2020.7787494419310 - iteration -980 SAEMOBJ= -2243.3733898413293 - iteration -970 SAEMOBJ= -2241.2024800789723 - iteration -960 SAEMOBJ= -2258.7396657010490 - iteration -950 SAEMOBJ= -2230.9744238074800 - iteration -940 SAEMOBJ= -2260.7606776641619 - iteration -930 SAEMOBJ= -2246.5105550214598 - iteration -920 SAEMOBJ= -2248.1925781335967 - iteration -910 SAEMOBJ= -2243.2144404356713 - iteration -900 SAEMOBJ= -2251.1400355356786 - iteration -890 SAEMOBJ= -2233.3609529191431 + iteration -1000 SAEMOBJ= 987.73293974478224 + iteration -990 SAEMOBJ= -2058.7104468240909 + iteration -980 SAEMOBJ= -2251.7216472365762 + iteration -970 SAEMOBJ= -2250.2837509830947 + iteration -960 SAEMOBJ= -2254.2017924516072 + iteration -950 SAEMOBJ= -2233.9169399510920 + iteration -940 SAEMOBJ= -2258.4858474497964 + iteration -930 SAEMOBJ= -2258.5183526777964 + iteration -920 SAEMOBJ= -2252.6808180675698 + iteration -910 SAEMOBJ= -2247.1047422767988 + iteration -900 SAEMOBJ= -2271.4660892006605 + iteration -890 SAEMOBJ= -2262.5335861140256 Convergence achieved Reduced Stochastic/Accumulation Mode - iteration 0 SAEMOBJ= -2253.8809205794455 - iteration 10 SAEMOBJ= -2270.3327691247077 - iteration 20 SAEMOBJ= -2270.1868441204042 - iteration 30 SAEMOBJ= -2272.5262126465195 - iteration 40 SAEMOBJ= -2271.9533062640871 - iteration 50 SAEMOBJ= -2272.1564891160310 - iteration 60 SAEMOBJ= -2272.1159916742836 - iteration 70 SAEMOBJ= -2271.8183669034429 - iteration 80 SAEMOBJ= -2272.0695394622217 - iteration 90 SAEMOBJ= -2271.5721731045246 - iteration 100 SAEMOBJ= -2271.5877008667608 - iteration 110 SAEMOBJ= -2271.8379870002450 - iteration 120 SAEMOBJ= -2272.0147763168579 - iteration 130 SAEMOBJ= -2272.0615666182980 - iteration 140 SAEMOBJ= -2271.8408850297851 - iteration 150 SAEMOBJ= -2271.9485834895277 - iteration 160 SAEMOBJ= -2272.0389653936595 - iteration 170 SAEMOBJ= -2271.8405761344161 - iteration 180 SAEMOBJ= -2271.7771110802491 - iteration 190 SAEMOBJ= -2271.6712168490267 - iteration 200 SAEMOBJ= -2271.5466851807168 - iteration 210 SAEMOBJ= -2271.6082784796954 - iteration 220 SAEMOBJ= -2271.6442142793203 - iteration 230 SAEMOBJ= -2271.7058178958878 - iteration 240 SAEMOBJ= -2271.6411666199224 - iteration 250 SAEMOBJ= -2271.5264925516462 - iteration 260 SAEMOBJ= -2271.5456087719722 - iteration 270 SAEMOBJ= -2271.5996069850989 - iteration 280 SAEMOBJ= -2271.4924111354444 - iteration 290 SAEMOBJ= -2271.4571918108741 - iteration 300 SAEMOBJ= -2271.5601729330124 - iteration 310 SAEMOBJ= -2271.4448638514345 - iteration 320 SAEMOBJ= -2271.4951774536376 - iteration 330 SAEMOBJ= -2271.4398593408218 - iteration 340 SAEMOBJ= -2271.4095420190079 - iteration 350 SAEMOBJ= -2271.3503347297246 - iteration 360 SAEMOBJ= -2271.4691584254429 - iteration 370 SAEMOBJ= -2271.4777468395282 - iteration 380 SAEMOBJ= -2271.5739200072321 - iteration 390 SAEMOBJ= -2271.5304840095296 - iteration 400 SAEMOBJ= -2271.5768879816051 - iteration 410 SAEMOBJ= -2271.5302940178190 - iteration 420 SAEMOBJ= -2271.5963975771278 - iteration 430 SAEMOBJ= -2271.5819196877560 - iteration 440 SAEMOBJ= -2271.7138681258666 - iteration 450 SAEMOBJ= -2271.7531591653774 - iteration 460 SAEMOBJ= -2271.7716828750363 - iteration 470 SAEMOBJ= -2271.7233401985850 - iteration 480 SAEMOBJ= -2271.7878057735788 - iteration 490 SAEMOBJ= -2271.8808727191858 - iteration 500 SAEMOBJ= -2271.8662207035954 - iteration 510 SAEMOBJ= -2271.8623326897186 - iteration 520 SAEMOBJ= -2271.8826304832360 - iteration 530 SAEMOBJ= -2271.9000588416698 - iteration 540 SAEMOBJ= -2271.9564273406918 - iteration 550 SAEMOBJ= -2272.0224736092246 - iteration 560 SAEMOBJ= -2272.1226150552720 - iteration 570 SAEMOBJ= -2272.0666835835177 - iteration 580 SAEMOBJ= -2272.0257667165374 - iteration 590 SAEMOBJ= -2272.0697583819874 - iteration 600 SAEMOBJ= -2272.0955248454898 - iteration 610 SAEMOBJ= -2272.0944943187383 - iteration 620 SAEMOBJ= -2272.0696626027325 - iteration 630 SAEMOBJ= -2272.0356634017949 - iteration 640 SAEMOBJ= -2272.0257377961125 - iteration 650 SAEMOBJ= -2272.1624201085428 - iteration 660 SAEMOBJ= -2272.1688047919356 - iteration 670 SAEMOBJ= -2272.1752078172490 - iteration 680 SAEMOBJ= -2272.2116099875157 - iteration 690 SAEMOBJ= -2272.2411962757742 - iteration 700 SAEMOBJ= -2272.2431378763517 - iteration 710 SAEMOBJ= -2272.2616962264747 - iteration 720 SAEMOBJ= -2272.2532765326237 - iteration 730 SAEMOBJ= -2272.1968693730419 - iteration 740 SAEMOBJ= -2272.1758303138649 - iteration 750 SAEMOBJ= -2272.2187672167429 - iteration 760 SAEMOBJ= -2272.2614386853456 - iteration 770 SAEMOBJ= -2272.2705020647386 - iteration 780 SAEMOBJ= -2272.2717037876860 - iteration 790 SAEMOBJ= -2272.2947589212004 - iteration 800 SAEMOBJ= -2272.3156025738135 - iteration 810 SAEMOBJ= -2272.3600346226053 - iteration 820 SAEMOBJ= -2272.3222061932397 - iteration 830 SAEMOBJ= -2272.3477806611395 - iteration 840 SAEMOBJ= -2272.3348676153450 - iteration 850 SAEMOBJ= -2272.3115911223445 - iteration 860 SAEMOBJ= -2272.3209084620103 - iteration 870 SAEMOBJ= -2272.2775393028196 - iteration 880 SAEMOBJ= -2272.2670178075036 - iteration 890 SAEMOBJ= -2272.2026486080540 - iteration 900 SAEMOBJ= -2272.2314155213539 - iteration 910 SAEMOBJ= -2272.2832764254858 - iteration 920 SAEMOBJ= -2272.3367074303433 - iteration 930 SAEMOBJ= -2272.3509198988190 - iteration 940 SAEMOBJ= -2272.3766290725998 - iteration 950 SAEMOBJ= -2272.3723205089964 - iteration 960 SAEMOBJ= -2272.3694746772635 - iteration 970 SAEMOBJ= -2272.3302149730030 - iteration 980 SAEMOBJ= -2272.3031918131583 - iteration 990 SAEMOBJ= -2272.2960554486745 - iteration 1000 SAEMOBJ= -2272.3133952019994 + iteration 0 SAEMOBJ= -2284.3528814494748 + iteration 10 SAEMOBJ= -2296.9794796964366 + iteration 20 SAEMOBJ= -2297.9605944053760 + iteration 30 SAEMOBJ= -2299.5428664181773 + iteration 40 SAEMOBJ= -2299.4225579349391 + iteration 50 SAEMOBJ= -2298.7732867782070 + iteration 60 SAEMOBJ= -2299.2362283844800 + iteration 70 SAEMOBJ= -2298.8085482720862 + iteration 80 SAEMOBJ= -2299.0466698177302 + iteration 90 SAEMOBJ= -2298.2662689140875 + iteration 100 SAEMOBJ= -2298.1597600885866 + iteration 110 SAEMOBJ= -2298.5158894568049 + iteration 120 SAEMOBJ= -2298.5403588462427 + iteration 130 SAEMOBJ= -2298.0838210795505 + iteration 140 SAEMOBJ= -2297.9208886058800 + iteration 150 SAEMOBJ= -2297.7808338837713 + iteration 160 SAEMOBJ= -2297.6909131139505 + iteration 170 SAEMOBJ= -2297.6173587646504 + iteration 180 SAEMOBJ= -2297.5051366124344 + iteration 190 SAEMOBJ= -2297.4652333136237 + iteration 200 SAEMOBJ= -2297.3044633837781 + iteration 210 SAEMOBJ= -2297.4503637719226 + iteration 220 SAEMOBJ= -2297.4120390430853 + iteration 230 SAEMOBJ= -2297.4035695258217 + iteration 240 SAEMOBJ= -2297.3758041339015 + iteration 250 SAEMOBJ= -2297.3903933160555 + iteration 260 SAEMOBJ= -2297.2873406357062 + iteration 270 SAEMOBJ= -2297.2506219797315 + iteration 280 SAEMOBJ= -2297.2002522862476 + iteration 290 SAEMOBJ= -2297.0606534736062 + iteration 300 SAEMOBJ= -2297.0934682611733 + iteration 310 SAEMOBJ= -2296.9871052208982 + iteration 320 SAEMOBJ= -2297.0039677600112 + iteration 330 SAEMOBJ= -2297.0545427864399 + iteration 340 SAEMOBJ= -2297.0486503067882 + iteration 350 SAEMOBJ= -2296.7555446167921 + iteration 360 SAEMOBJ= -2296.7730793065648 + iteration 370 SAEMOBJ= -2296.7912547870164 + iteration 380 SAEMOBJ= -2296.8701555589710 + iteration 390 SAEMOBJ= -2296.8750761077258 + iteration 400 SAEMOBJ= -2296.8820392299763 + iteration 410 SAEMOBJ= -2296.7621753797121 + iteration 420 SAEMOBJ= -2296.7810561173596 + iteration 430 SAEMOBJ= -2296.7007035261445 + iteration 440 SAEMOBJ= -2296.7161381438796 + iteration 450 SAEMOBJ= -2296.7480794982953 + iteration 460 SAEMOBJ= -2296.7135707808384 + iteration 470 SAEMOBJ= -2296.7356106971633 + iteration 480 SAEMOBJ= -2296.6981187898446 + iteration 490 SAEMOBJ= -2296.7242624455330 + iteration 500 SAEMOBJ= -2296.6456344297389 + iteration 510 SAEMOBJ= -2296.6131440345603 + iteration 520 SAEMOBJ= -2296.6048387542501 + iteration 530 SAEMOBJ= -2296.5997038321871 + iteration 540 SAEMOBJ= -2296.5982851411054 + iteration 550 SAEMOBJ= -2296.6650227166415 + iteration 560 SAEMOBJ= -2296.6941453759432 + iteration 570 SAEMOBJ= -2296.6374451847705 + iteration 580 SAEMOBJ= -2296.5969412920699 + iteration 590 SAEMOBJ= -2296.6667799438883 + iteration 600 SAEMOBJ= -2296.6883816852287 + iteration 610 SAEMOBJ= -2296.6986163494207 + iteration 620 SAEMOBJ= -2296.7236405687563 + iteration 630 SAEMOBJ= -2296.7818080612292 + iteration 640 SAEMOBJ= -2296.7342581222347 + iteration 650 SAEMOBJ= -2296.8543979340607 + iteration 660 SAEMOBJ= -2296.8655754564893 + iteration 670 SAEMOBJ= -2296.8764371089924 + iteration 680 SAEMOBJ= -2296.8298490196826 + iteration 690 SAEMOBJ= -2296.8236910148762 + iteration 700 SAEMOBJ= -2296.7805773886189 + iteration 710 SAEMOBJ= -2296.7880559099217 + iteration 720 SAEMOBJ= -2296.8176237656221 + iteration 730 SAEMOBJ= -2296.7401701918416 + iteration 740 SAEMOBJ= -2296.7237251210536 + iteration 750 SAEMOBJ= -2296.7462988452339 + iteration 760 SAEMOBJ= -2296.7284122717174 + iteration 770 SAEMOBJ= -2296.7204028745891 + iteration 780 SAEMOBJ= -2296.7377784652531 + iteration 790 SAEMOBJ= -2296.7609910161273 + iteration 800 SAEMOBJ= -2296.7751876677894 + iteration 810 SAEMOBJ= -2296.7934738330978 + iteration 820 SAEMOBJ= -2296.7683752979956 + iteration 830 SAEMOBJ= -2296.7415175575429 + iteration 840 SAEMOBJ= -2296.7336054233115 + iteration 850 SAEMOBJ= -2296.7184805629659 + iteration 860 SAEMOBJ= -2296.7392402171340 + iteration 870 SAEMOBJ= -2296.7053588095432 + iteration 880 SAEMOBJ= -2296.7083379901665 + iteration 890 SAEMOBJ= -2296.6396087552125 + iteration 900 SAEMOBJ= -2296.6395171679269 + iteration 910 SAEMOBJ= -2296.6957715498215 + iteration 920 SAEMOBJ= -2296.6920899513652 + iteration 930 SAEMOBJ= -2296.7045103646269 + iteration 940 SAEMOBJ= -2296.7278742367430 + iteration 950 SAEMOBJ= -2296.6936122395509 + iteration 960 SAEMOBJ= -2296.6605570253264 + iteration 970 SAEMOBJ= -2296.6129448802308 + iteration 980 SAEMOBJ= -2296.5925546585177 + iteration 990 SAEMOBJ= -2296.5891915303173 + iteration 1000 SAEMOBJ= -2296.6115781619351 #TERM: STOCHASTIC PORTION WAS COMPLETED @@ -451,36 +460,36 @@ Days until program expires : 175 ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. - ETABAR: 0.0000E+00 2.8305E-06 -5.4281E-06 0.0000E+00 0.0000E+00 - SE: 0.0000E+00 4.0737E-02 5.2611E-02 0.0000E+00 0.0000E+00 + ETABAR: 0.0000E+00 -6.6673E-06 1.9969E-06 0.0000E+00 0.0000E+00 + SE: 0.0000E+00 4.0795E-02 4.5551E-02 0.0000E+00 0.0000E+00 N: 0 90 90 0 0 - P VAL.: 1.0000E+00 9.9994E-01 9.9992E-01 1.0000E+00 1.0000E+00 + P VAL.: 1.0000E+00 9.9987E-01 9.9997E-01 1.0000E+00 1.0000E+00 - ETASHRINKSD(%) 0.0000E+00 7.2202E+00 9.7412E+00 0.0000E+00 0.0000E+00 - ETASHRINKVR(%) 0.0000E+00 1.3919E+01 1.8534E+01 0.0000E+00 0.0000E+00 - EBVSHRINKSD(%) 0.0000E+00 7.2137E+00 9.7471E+00 0.0000E+00 0.0000E+00 - EBVSHRINKVR(%) 0.0000E+00 1.3907E+01 1.8544E+01 0.0000E+00 0.0000E+00 + ETASHRINKSD(%) 0.0000E+00 7.4591E+00 9.6326E+00 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 0.0000E+00 1.4362E+01 1.8337E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 0.0000E+00 7.4539E+00 9.6368E+00 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 0.0000E+00 1.4352E+01 1.8345E+01 0.0000E+00 0.0000E+00 RELATIVEINF(%) 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - EPSSHRINKSD(%) 1.2313E+01 1.0000E+02 - EPSSHRINKVR(%) 2.3109E+01 1.0000E+02 + EPSSHRINKSD(%) 1.2290E+01 1.0000E+02 + EPSSHRINKVR(%) 2.3069E+01 1.0000E+02 TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 641 N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1178.0791995683903 - OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2272.3133952019994 - OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1094.2341956336090 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2296.6115781619351 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1118.5323785935448 REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT TOTAL EFFECTIVE ETAS (NIND*NETA): 180 NIND*NETA*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 330.81787195368219 - OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2272.3133952019994 - OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1941.4955232483171 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2296.6115781619351 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1965.7937062082528 REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT #TERE: - Elapsed estimation time in seconds: 29.66 - Elapsed covariance time in seconds: 0.01 + Elapsed estimation time in seconds: 21.16 + Elapsed covariance time in seconds: 0.00 1 @@ -514,7 +523,7 @@ Days until program expires : 175 - #OBJV:******************************************** -2272.313 ************************************************** + #OBJV:******************************************** -2296.612 ************************************************** 1 ************************************************************************************************************************ ******************** ******************** @@ -530,7 +539,7 @@ Days until program expires : 175 TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 - 8.13E-01 4.32E+00 2.47E+00 5.43E+00 2.23E+00 4.20E-01 + 7.94E-01 4.31E+00 2.62E+00 4.95E+00 2.10E+00 3.64E-01 @@ -546,7 +555,7 @@ Days until program expires : 175 + 0.00E+00 1.75E-01 ETA3 -+ 0.00E+00 0.00E+00 3.09E-01 ++ 0.00E+00 0.00E+00 2.29E-01 ETA4 + 0.00E+00 0.00E+00 0.00E+00 0.00E+00 @@ -562,7 +571,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 8.09E-02 ++ 8.14E-02 EPS2 + 0.00E+00 0.00E+00 @@ -579,10 +588,10 @@ Days until program expires : 175 + 0.00E+00 ETA2 -+ 0.00E+00 4.19E-01 ++ 0.00E+00 4.18E-01 ETA3 -+ 0.00E+00 0.00E+00 5.56E-01 ++ 0.00E+00 0.00E+00 4.78E-01 ETA4 + 0.00E+00 0.00E+00 0.00E+00 0.00E+00 @@ -598,7 +607,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 2.84E-01 ++ 2.85E-01 EPS2 + 0.00E+00 0.00E+00 @@ -618,7 +627,7 @@ Days until program expires : 175 TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 - 5.10E-02 5.59E-02 1.57E-01 3.83E-01 1.34E-01 2.01E-01 + 5.62E-02 5.85E-02 9.54E-02 3.06E-01 9.13E-02 1.67E-01 @@ -631,10 +640,10 @@ Days until program expires : 175 + 0.00E+00 ETA2 -+ 0.00E+00 3.28E-02 ++ 0.00E+00 3.30E-02 ETA3 -+ 0.00E+00 0.00E+00 1.31E-01 ++ 0.00E+00 0.00E+00 6.29E-02 ETA4 + 0.00E+00 0.00E+00 0.00E+00 0.00E+00 @@ -650,7 +659,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 5.97E-03 ++ 6.07E-03 EPS2 + 0.00E+00 0.00E+00 @@ -667,10 +676,10 @@ Days until program expires : 175 + ......... ETA2 -+ ......... 3.92E-02 ++ ......... 3.94E-02 ETA3 -+ ......... ......... 1.17E-01 ++ ......... ......... 6.58E-02 ETA4 + ......... ......... ......... ......... @@ -686,7 +695,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 1.05E-02 ++ 1.06E-02 EPS2 + ......... ......... @@ -705,22 +714,22 @@ Days until program expires : 175 TH 1 -+ 2.61E-03 ++ 3.16E-03 TH 2 -+ 1.20E-03 3.13E-03 ++ 1.61E-03 3.42E-03 TH 3 -+ -1.41E-03 -2.21E-04 2.46E-02 ++ -1.60E-03 -7.76E-04 9.11E-03 TH 4 -+ 3.96E-03 2.07E-03 -5.33E-02 1.47E-01 ++ 6.62E-03 5.02E-03 -2.28E-02 9.34E-02 TH 5 -+ 1.08E-03 3.25E-04 -1.86E-02 4.91E-02 1.79E-02 ++ 1.29E-03 7.51E-04 -6.48E-03 2.42E-02 8.34E-03 TH 6 -+ 3.18E-04 -1.35E-03 -6.88E-03 2.47E-02 9.06E-03 4.02E-02 ++ 4.73E-04 -9.02E-04 -1.38E-03 1.11E-02 3.48E-03 2.77E-02 OM11 + ......... ......... ......... ......... ......... ......... ......... @@ -738,7 +747,7 @@ Days until program expires : 175 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... OM22 -+ -1.24E-04 1.53E-04 2.03E-05 -5.92E-05 3.72E-05 2.25E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.08E-03 ++ -1.67E-04 1.10E-04 5.08E-06 -1.38E-04 5.75E-05 1.91E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.09E-03 OM23 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -753,8 +762,8 @@ Days until program expires : 175 ......... ......... ......... OM33 -+ 1.64E-03 6.60E-04 -1.58E-02 4.55E-02 1.53E-02 9.20E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.05E-04 - 0.00E+00 0.00E+00 0.00E+00 1.71E-02 ++ 1.37E-03 8.18E-04 -3.24E-03 1.45E-02 3.65E-03 2.62E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 6.54E-05 + 0.00E+00 0.00E+00 0.00E+00 3.96E-03 OM34 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -783,8 +792,8 @@ Days until program expires : 175 ......... ......... ......... ......... ......... ......... ......... ......... ......... SG11 -+ -2.91E-05 -3.48E-05 -9.87E-06 -2.58E-05 6.76E-05 -1.07E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.79E-05 - 0.00E+00 0.00E+00 0.00E+00 -7.43E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.56E-05 ++ -2.54E-05 -3.41E-05 -9.41E-06 2.19E-05 1.01E-04 -9.08E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.83E-05 + 0.00E+00 0.00E+00 0.00E+00 -4.53E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.69E-05 SG12 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -808,22 +817,22 @@ Days until program expires : 175 TH 1 -+ 5.10E-02 ++ 5.62E-02 TH 2 -+ 4.22E-01 5.59E-02 ++ 4.91E-01 5.85E-02 TH 3 -+ -1.76E-01 -2.52E-02 1.57E-01 ++ -2.99E-01 -1.39E-01 9.54E-02 TH 4 -+ 2.02E-01 9.65E-02 -8.86E-01 3.83E-01 ++ 3.86E-01 2.81E-01 -7.82E-01 3.06E-01 TH 5 -+ 1.57E-01 4.34E-02 -8.87E-01 9.56E-01 1.34E-01 ++ 2.51E-01 1.41E-01 -7.44E-01 8.67E-01 9.13E-02 TH 6 -+ 3.11E-02 -1.20E-01 -2.19E-01 3.21E-01 3.37E-01 2.01E-01 ++ 5.05E-02 -9.27E-02 -8.66E-02 2.18E-01 2.29E-01 1.67E-01 OM11 + ......... ......... ......... ......... ......... ......... ......... @@ -841,7 +850,7 @@ Days until program expires : 175 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... OM22 -+ -7.43E-02 8.34E-02 3.94E-03 -4.70E-03 8.48E-03 3.42E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.28E-02 ++ -9.02E-02 5.69E-02 1.61E-03 -1.37E-02 1.91E-02 3.49E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.30E-02 OM23 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -856,8 +865,8 @@ Days until program expires : 175 ......... ......... ......... OM33 -+ 2.46E-01 9.04E-02 -7.69E-01 9.08E-01 8.73E-01 3.51E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.45E-02 - 0.00E+00 0.00E+00 0.00E+00 1.31E-01 ++ 3.87E-01 2.23E-01 -5.40E-01 7.54E-01 6.36E-01 2.50E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.15E-02 + 0.00E+00 0.00E+00 0.00E+00 6.29E-02 OM34 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -886,8 +895,8 @@ Days until program expires : 175 ......... ......... ......... ......... ......... ......... ......... ......... ......... SG11 -+ -9.55E-02 -1.04E-01 -1.05E-02 -1.13E-02 8.46E-02 -8.94E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -9.16E-02 - 0.00E+00 0.00E+00 0.00E+00 -9.53E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.97E-03 ++ -7.44E-02 -9.59E-02 -1.62E-02 1.18E-02 1.82E-01 -8.98E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -9.16E-02 + 0.00E+00 0.00E+00 0.00E+00 -1.19E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 6.07E-03 SG12 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -911,22 +920,22 @@ Days until program expires : 175 TH 1 -+ 5.18E+02 ++ 4.95E+02 TH 2 -+ -2.05E+02 4.37E+02 ++ -2.06E+02 4.41E+02 TH 3 -+ 4.49E+01 -5.63E+01 2.34E+02 ++ 4.95E+01 -6.54E+01 3.21E+02 TH 4 -+ 1.09E+01 -4.22E+01 5.91E+01 1.29E+02 ++ -1.00E+01 -4.70E+01 6.46E+01 8.10E+01 TH 5 -+ 6.67E+01 1.50E+01 1.50E+02 -1.99E+02 8.59E+02 ++ 6.03E+01 4.39E+01 1.01E+02 -1.34E+02 6.13E+02 TH 6 -+ -1.28E+01 3.00E+01 -2.03E+01 -2.47E+00 -2.79E+01 3.62E+01 ++ -1.57E+01 3.48E+01 -2.51E+01 -6.37E+00 -1.77E+01 4.86E+01 OM11 + ......... ......... ......... ......... ......... ......... ......... @@ -944,7 +953,7 @@ Days until program expires : 175 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... OM22 -+ 1.21E+02 -1.49E+02 4.97E+01 4.00E+01 -2.41E+00 -7.77E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.14E+03 ++ 1.24E+02 -1.44E+02 5.71E+01 4.03E+01 -3.88E+01 -8.84E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.12E+03 OM23 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -959,8 +968,8 @@ Days until program expires : 175 ......... ......... ......... OM33 -+ -8.31E+01 3.58E+01 -6.86E+01 -1.09E+02 -1.00E+02 -5.64E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.81E+01 - 0.00E+00 0.00E+00 0.00E+00 3.89E+02 ++ -9.99E+01 4.05E+01 -5.91E+01 -1.02E+02 -2.71E+01 -1.19E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -3.44E+01 + 0.00E+00 0.00E+00 0.00E+00 6.46E+02 OM34 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -989,8 +998,8 @@ Days until program expires : 175 ......... ......... ......... ......... ......... ......... ......... ......... ......... SG11 -+ -3.41E+01 2.75E+02 -3.74E+02 2.41E+02 -1.96E+03 1.23E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.80E+02 - 0.00E+00 0.00E+00 0.00E+00 8.40E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.44E+04 ++ -9.52E+01 2.20E+02 -3.64E+02 1.63E+02 -1.58E+03 1.28E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.48E+02 + 0.00E+00 0.00E+00 0.00E+00 8.35E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.29E+04 SG12 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1031,7 +1040,7 @@ Days until program expires : 175 1 2 3 4 5 6 7 8 9 - 3.55E-02 7.14E-02 2.07E-01 4.61E-01 6.89E-01 9.14E-01 1.32E+00 1.45E+00 3.84E+00 + 9.19E-02 1.96E-01 4.00E-01 4.46E-01 6.96E-01 9.08E-01 1.32E+00 1.42E+00 3.52E+00 1 @@ -1068,7 +1077,7 @@ Days until program expires : 175 EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS IN SHRINKAGE (ETASTYPE): NO NON-INFL. ETA CORRECTION (NONINFETA): 0 - RAW OUTPUT FILE (FILE): psn.ext + RAW OUTPUT FILE (FILE): xgxr132.ext EXCLUDE TITLE (NOTITLE): NO EXCLUDE COLUMN LABELS (NOLABEL): NO FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 @@ -1118,20 +1127,20 @@ Days until program expires : 175 MONITORING OF SEARCH: - iteration 0 OBJ= -1728.0745844862467 eff.= 5591. Smpl.= 5000. Fit.= 0.94113 - iteration 1 OBJ= -1728.8682800872614 eff.= 1782. Smpl.= 5000. Fit.= 0.79186 - iteration 2 OBJ= -1728.9023833663889 eff.= 1891. Smpl.= 5000. Fit.= 0.80529 - iteration 3 OBJ= -1728.3856077783794 eff.= 1989. Smpl.= 5000. Fit.= 0.81418 - iteration 4 OBJ= -1728.4042559629363 eff.= 1983. Smpl.= 5000. Fit.= 0.81417 - iteration 5 OBJ= -1728.3671456593825 eff.= 2010. Smpl.= 5000. Fit.= 0.81526 - iteration 6 OBJ= -1728.4703637279163 eff.= 2002. Smpl.= 5000. Fit.= 0.81532 - iteration 7 OBJ= -1728.3452229466052 eff.= 2006. Smpl.= 5000. Fit.= 0.81527 - iteration 8 OBJ= -1728.4932915260667 eff.= 2001. Smpl.= 5000. Fit.= 0.81512 - iteration 9 OBJ= -1728.7113476910802 eff.= 2008. Smpl.= 5000. Fit.= 0.81521 - iteration 10 OBJ= -1728.4557906091013 eff.= 1996. Smpl.= 5000. Fit.= 0.81447 - iteration 11 OBJ= -1728.8407149918473 eff.= 2004. Smpl.= 5000. Fit.= 0.81521 + iteration 0 OBJ= -1730.1082908291007 eff.= 5553. Smpl.= 5000. Fit.= 0.94370 + iteration 1 OBJ= -1730.8550967830406 eff.= 1786. Smpl.= 5000. Fit.= 0.78936 + iteration 2 OBJ= -1730.8535360608864 eff.= 1916. Smpl.= 5000. Fit.= 0.80409 + iteration 3 OBJ= -1730.3200207609252 eff.= 1990. Smpl.= 5000. Fit.= 0.81125 + iteration 4 OBJ= -1730.3540357374234 eff.= 1985. Smpl.= 5000. Fit.= 0.81127 + iteration 5 OBJ= -1730.3199592945011 eff.= 2007. Smpl.= 5000. Fit.= 0.81232 + iteration 6 OBJ= -1730.4352163019757 eff.= 2004. Smpl.= 5000. Fit.= 0.81243 + iteration 7 OBJ= -1730.2951078495998 eff.= 2003. Smpl.= 5000. Fit.= 0.81213 + iteration 8 OBJ= -1730.4535741803688 eff.= 2001. Smpl.= 5000. Fit.= 0.81222 + iteration 9 OBJ= -1730.6528333989002 eff.= 2007. Smpl.= 5000. Fit.= 0.81232 + iteration 10 OBJ= -1730.4009887830682 eff.= 1997. Smpl.= 5000. Fit.= 0.81156 + iteration 11 OBJ= -1730.7795222008278 eff.= 2005. Smpl.= 5000. Fit.= 0.81223 Convergence achieved - iteration 11 OBJ= -1728.0393823791703 eff.= 1992. Smpl.= 5000. Fit.= 0.81475 + iteration 11 OBJ= -1729.9838087304820 eff.= 1991. Smpl.= 5000. Fit.= 0.81185 #TERM: EXPECTATION ONLY PROCESS WAS COMPLETED @@ -1140,32 +1149,32 @@ Days until program expires : 175 ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. - ETABAR: 0.0000E+00 -3.6015E-04 2.1363E-03 0.0000E+00 0.0000E+00 - SE: 0.0000E+00 4.0724E-02 5.2542E-02 0.0000E+00 0.0000E+00 + ETABAR: 0.0000E+00 -3.0343E-03 -3.9708E-03 0.0000E+00 0.0000E+00 + SE: 0.0000E+00 4.0842E-02 4.5722E-02 0.0000E+00 0.0000E+00 N: 0 90 90 0 0 - P VAL.: 1.0000E+00 9.9294E-01 9.6757E-01 1.0000E+00 1.0000E+00 + P VAL.: 1.0000E+00 9.4078E-01 9.3079E-01 1.0000E+00 1.0000E+00 - ETASHRINKSD(%) 0.0000E+00 7.2498E+00 9.8589E+00 0.0000E+00 0.0000E+00 - ETASHRINKVR(%) 0.0000E+00 1.3974E+01 1.8746E+01 0.0000E+00 0.0000E+00 - EBVSHRINKSD(%) 0.0000E+00 7.2492E+00 9.6810E+00 0.0000E+00 0.0000E+00 - EBVSHRINKVR(%) 0.0000E+00 1.3973E+01 1.8425E+01 0.0000E+00 0.0000E+00 + ETASHRINKSD(%) 0.0000E+00 7.3528E+00 9.2940E+00 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 0.0000E+00 1.4165E+01 1.7724E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 0.0000E+00 7.4535E+00 9.6798E+00 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 0.0000E+00 1.4352E+01 1.8423E+01 0.0000E+00 0.0000E+00 RELATIVEINF(%) 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - EPSSHRINKSD(%) 1.2241E+01 1.0000E+02 - EPSSHRINKVR(%) 2.2984E+01 1.0000E+02 + EPSSHRINKSD(%) 1.2534E+01 1.0000E+02 + EPSSHRINKVR(%) 2.3498E+01 1.0000E+02 TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 641 N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1178.0791995683903 - OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -1728.0393823791703 - OBJECTIVE FUNCTION VALUE WITH CONSTANT: -549.96018281078000 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -1729.9838087304820 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -551.90460916209167 REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT TOTAL EFFECTIVE ETAS (NIND*NETA): 180 #TERE: - Elapsed estimation time in seconds: 40.09 - Elapsed covariance time in seconds: 170.01 + Elapsed estimation time in seconds: 31.38 + Elapsed covariance time in seconds: 126.72 1 @@ -1199,7 +1208,7 @@ Days until program expires : 175 - #OBJV:******************************************** -1728.039 ************************************************** + #OBJV:******************************************** -1729.984 ************************************************** 1 ************************************************************************************************************************ ******************** ******************** @@ -1215,7 +1224,7 @@ Days until program expires : 175 TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 - 8.13E-01 4.32E+00 2.47E+00 5.43E+00 2.23E+00 4.20E-01 + 7.94E-01 4.31E+00 2.62E+00 4.95E+00 2.10E+00 3.64E-01 @@ -1231,7 +1240,7 @@ Days until program expires : 175 + 0.00E+00 1.75E-01 ETA3 -+ 0.00E+00 0.00E+00 3.09E-01 ++ 0.00E+00 0.00E+00 2.29E-01 ETA4 + 0.00E+00 0.00E+00 0.00E+00 0.00E+00 @@ -1247,7 +1256,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 8.09E-02 ++ 8.14E-02 EPS2 + 0.00E+00 0.00E+00 @@ -1264,10 +1273,10 @@ Days until program expires : 175 + 0.00E+00 ETA2 -+ 0.00E+00 4.19E-01 ++ 0.00E+00 4.18E-01 ETA3 -+ 0.00E+00 0.00E+00 5.56E-01 ++ 0.00E+00 0.00E+00 4.78E-01 ETA4 + 0.00E+00 0.00E+00 0.00E+00 0.00E+00 @@ -1283,7 +1292,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 2.84E-01 ++ 2.85E-01 EPS2 + 0.00E+00 0.00E+00 @@ -1303,7 +1312,7 @@ Days until program expires : 175 TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 - 6.44E-02 5.86E-02 1.13E-01 2.94E-01 8.31E-02 1.77E-01 + 6.33E-02 5.80E-02 7.24E-02 1.98E-01 5.66E-02 1.45E-01 @@ -1316,10 +1325,10 @@ Days until program expires : 175 + 0.00E+00 ETA2 -+ 0.00E+00 3.24E-02 ++ 0.00E+00 3.08E-02 ETA3 -+ 0.00E+00 0.00E+00 5.21E-02 ++ 0.00E+00 0.00E+00 3.87E-02 ETA4 + 0.00E+00 0.00E+00 0.00E+00 0.00E+00 @@ -1335,7 +1344,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 5.45E-03 ++ 5.44E-03 EPS2 + 0.00E+00 0.00E+00 @@ -1352,10 +1361,10 @@ Days until program expires : 175 + ......... ETA2 -+ ......... 3.87E-02 ++ ......... 3.69E-02 ETA3 -+ ......... ......... 4.68E-02 ++ ......... ......... 4.05E-02 ETA4 + ......... ......... ......... ......... @@ -1371,7 +1380,7 @@ Days until program expires : 175 EPS1 EPS2 EPS1 -+ 9.58E-03 ++ 9.54E-03 EPS2 + ......... ......... @@ -1390,22 +1399,22 @@ Days until program expires : 175 TH 1 -+ 4.15E-03 ++ 4.01E-03 TH 2 -+ 2.16E-03 3.43E-03 ++ 2.07E-03 3.37E-03 TH 3 -+ -2.88E-03 -2.37E-03 1.28E-02 ++ -8.75E-04 -8.14E-04 5.23E-03 TH 4 -+ 8.93E-03 5.89E-03 -2.75E-02 8.61E-02 ++ 3.38E-03 1.73E-03 -9.09E-03 3.92E-02 TH 5 -+ 1.47E-03 1.14E-03 -6.06E-03 2.05E-02 6.91E-03 ++ -7.68E-04 -3.96E-04 -4.87E-04 4.79E-03 3.20E-03 TH 6 -+ 1.84E-03 2.97E-03 -4.93E-03 1.61E-02 4.03E-03 3.14E-02 ++ 5.92E-04 1.79E-03 -3.65E-05 2.20E-03 2.09E-04 2.10E-02 OM11 + ......... ......... ......... ......... ......... ......... ......... @@ -1423,7 +1432,7 @@ Days until program expires : 175 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... OM22 -+ -4.53E-04 -5.75E-04 1.04E-03 -3.01E-03 -8.84E-04 -2.43E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.05E-03 ++ -2.47E-04 -4.14E-04 4.14E-05 -1.98E-04 -1.49E-04 -1.63E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 9.51E-04 OM23 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1438,8 +1447,8 @@ Days until program expires : 175 ......... ......... ......... OM33 -+ 6.50E-04 8.51E-04 -2.56E-03 5.20E-03 1.06E-03 1.29E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -7.00E-04 - 0.00E+00 0.00E+00 0.00E+00 2.71E-03 ++ -2.07E-04 6.75E-05 -5.79E-04 1.05E-03 2.10E-04 -2.79E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.06E-04 + 0.00E+00 0.00E+00 0.00E+00 1.50E-03 OM34 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1468,8 +1477,8 @@ Days until program expires : 175 ......... ......... ......... ......... ......... ......... ......... ......... ......... SG11 -+ 9.54E-05 1.07E-04 -1.07E-04 3.30E-04 5.26E-05 1.42E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.71E-05 - 0.00E+00 0.00E+00 0.00E+00 6.90E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.97E-05 ++ 7.90E-05 9.62E-05 -2.58E-07 1.54E-05 -4.20E-05 8.29E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.12E-05 + 0.00E+00 0.00E+00 0.00E+00 1.40E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.96E-05 SG12 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1493,22 +1502,22 @@ Days until program expires : 175 TH 1 -+ 6.44E-02 ++ 6.33E-02 TH 2 -+ 5.72E-01 5.86E-02 ++ 5.62E-01 5.80E-02 TH 3 -+ -3.96E-01 -3.57E-01 1.13E-01 ++ -1.91E-01 -1.94E-01 7.24E-02 TH 4 -+ 4.73E-01 3.43E-01 -8.28E-01 2.94E-01 ++ 2.70E-01 1.50E-01 -6.35E-01 1.98E-01 TH 5 -+ 2.75E-01 2.33E-01 -6.44E-01 8.41E-01 8.31E-02 ++ -2.14E-01 -1.21E-01 -1.19E-01 4.27E-01 5.66E-02 TH 6 -+ 1.61E-01 2.86E-01 -2.46E-01 3.09E-01 2.74E-01 1.77E-01 ++ 6.45E-02 2.12E-01 -3.48E-03 7.66E-02 2.55E-02 1.45E-01 OM11 + ......... ......... ......... ......... ......... ......... ......... @@ -1526,7 +1535,7 @@ Days until program expires : 175 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... OM22 -+ -2.17E-01 -3.02E-01 2.85E-01 -3.16E-01 -3.28E-01 -4.22E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.24E-02 ++ -1.27E-01 -2.31E-01 1.86E-02 -3.24E-02 -8.53E-02 -3.65E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.08E-02 OM23 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1541,8 +1550,8 @@ Days until program expires : 175 ......... ......... ......... OM33 -+ 1.94E-01 2.79E-01 -4.35E-01 3.40E-01 2.46E-01 1.40E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -4.14E-01 - 0.00E+00 0.00E+00 0.00E+00 5.21E-02 ++ -8.44E-02 3.01E-02 -2.07E-01 1.37E-01 9.58E-02 -4.97E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.73E-01 + 0.00E+00 0.00E+00 0.00E+00 3.87E-02 OM34 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1571,8 +1580,8 @@ Days until program expires : 175 ......... ......... ......... ......... ......... ......... ......... ......... ......... SG11 -+ 2.72E-01 3.35E-01 -1.73E-01 2.06E-01 1.16E-01 1.47E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -9.67E-02 - 0.00E+00 0.00E+00 0.00E+00 2.43E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.45E-03 ++ 2.29E-01 3.05E-01 -6.54E-04 1.43E-02 -1.36E-01 1.05E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -6.68E-02 + 0.00E+00 0.00E+00 0.00E+00 6.63E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.44E-03 SG12 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1596,22 +1605,22 @@ Days until program expires : 175 TH 1 -+ 4.49E+02 ++ 4.56E+02 TH 2 -+ -2.25E+02 5.07E+02 ++ -2.35E+02 4.97E+02 TH 3 -+ -3.27E+01 5.35E+01 2.86E+02 ++ -4.18E+01 6.49E+01 3.57E+02 TH 4 -+ -7.40E+01 2.45E+01 1.03E+02 9.15E+01 ++ -6.12E+01 1.84E+01 9.38E+01 6.38E+01 TH 5 -+ 1.26E+02 -2.42E+01 -6.46E+01 -1.66E+02 5.66E+02 ++ 1.58E+02 -1.67E+01 -9.60E+01 -9.43E+01 4.84E+02 TH 6 -+ 1.54E+01 -2.39E+01 -3.47E+00 -8.20E+00 6.20E+00 4.25E+01 ++ 2.07E+01 -2.70E+01 -1.02E+01 -7.62E+00 9.14E+00 5.84E+01 OM11 + ......... ......... ......... ......... ......... ......... ......... @@ -1629,7 +1638,7 @@ Days until program expires : 175 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... OM22 -+ 5.42E+01 8.22E+01 2.84E+01 -2.05E+01 1.53E+02 8.78E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.46E+03 ++ 8.34E+01 9.13E+01 2.18E+00 -2.92E+01 1.14E+02 9.95E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.34E+03 OM23 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1644,8 +1653,8 @@ Days until program expires : 175 ......... ......... ......... OM33 -+ 3.81E+01 -3.68E+01 1.06E+02 6.64E-02 4.31E+01 1.86E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.23E+02 - 0.00E+00 0.00E+00 0.00E+00 5.51E+02 ++ 9.58E+01 -2.44E+01 7.77E+01 -9.55E+00 -2.44E+00 2.96E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.17E+02 + 0.00E+00 0.00E+00 0.00E+00 7.58E+02 OM34 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1674,8 +1683,8 @@ Days until program expires : 175 ......... ......... ......... ......... ......... ......... ......... ......... ......... SG11 -+ -2.84E+02 -8.91E+02 -3.01E+02 -1.76E+02 2.53E+02 -9.09E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -7.34E+02 - 0.00E+00 0.00E+00 0.00E+00 -8.67E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 4.02E+04 ++ -2.68E+02 -8.99E+02 -2.88E+02 -4.80E+01 3.86E+02 -9.04E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.16E+02 + 0.00E+00 0.00E+00 0.00E+00 -5.32E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.84E+04 SG12 + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... @@ -1716,10 +1725,10 @@ Days until program expires : 175 1 2 3 4 5 6 7 8 9 - 8.30E-02 2.79E-01 3.96E-01 4.85E-01 7.56E-01 8.93E-01 1.09E+00 1.26E+00 3.76E+00 + 2.19E-01 4.32E-01 5.19E-01 7.00E-01 8.24E-01 1.03E+00 1.31E+00 1.75E+00 2.21E+00 Elapsed postprocess time in seconds: 0.04 - Elapsed finaloutput time in seconds: 0.04 - #CPUT: Total CPU Time in Seconds, 239.987 + Elapsed finaloutput time in seconds: 0.03 + #CPUT: Total CPU Time in Seconds, 179.002 Stop Time: -Wed Jul 24 01:12:54 EDT 2024 +Thu Jul 25 04:48:45 PM EDT 2024 diff --git a/inst/examples/nonmem/xgxr132.mod b/inst/examples/nonmem/xgxr132.mod index cd83d3e7..c08ea224 100644 --- a/inst/examples/nonmem/xgxr132.mod +++ b/inst/examples/nonmem/xgxr132.mod @@ -20,7 +20,8 @@ MU_1=LTVKA KA=EXP(MU_1+ETA(1)) MU_2=LTVV2 V2=EXP(MU_2+ETA(2)) -MU_3=LTVCL+THETA(6) * LOG(AGE/54) +AGEEFF = THETA(6) +MU_3=LTVCL+ AGEEFF * LOG(AGE/54) CL=EXP(MU_3+ETA(3)) MU_4=LTVV3 V3=EXP(MU_4+ETA(4)) @@ -42,24 +43,23 @@ $ERROR Y=F+F*ERR(1)+ERR(2) ;-----------------------INITIAL ESTIMATES--------------------------------- -$THETA (.1) ; 1 - LTVKA -$THETA (3) ; 2 - LTVV2 -$THETA (1) ; 3 - LTVCL -$THETA (4) ; 4 - LTVV3 -$THETA (-1) ; 5 - LTVQ -$THETA .1 ; 6 - AGEEFF +$THETA (.1) ; 1 : LTVKA ; Absorption rate [1/h] ; log +$THETA (3) ; 2 : LTVV2 ; Central volume [L] ; log +$THETA (1) ; 3 : LTVCL ; Clearance [L/h] ; log +$THETA (4) ; 4 : LTVV3 ; Peripheral volume [L] ; log +$THETA (-1) ; 5 : LTVQ ; Intercomparmental clearance [L/h] ; log +$THETA .1 ; 6 : AGEEFF ; Age effect on clearance []; log -$OMEGA 0 FIX -$OMEGA 0.1 -$OMEGA 0.1 -$OMEGA 0 FIX -$OMEGA 0 FIX +$OMEGA 0 FIX ; 1 : BSV.KA ; KA Between-subject variability +$OMEGA 0.1 ; 2 : BSV.V2 ; V2 Between-subject variability +$OMEGA 0.1 ; 3 : BSV.CL ; CL Between-subject variability +$OMEGA 0 FIX ; 4 : BSV.V3 ; V3 Between-subject variability +$OMEGA 0 FIX ; 5 : BSV.Q ; Q Between-subject variability + +$SIGMA 0.1 ; SigP - Prop err +$SIGMA 0 FIX ; SigA - Add err -$SIGMA 0.1 -$SIGMA 0 FIX -;; $ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 -;; PRINT=10 NOABORT MSFO=xgxr032.msf $ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr132.msf $ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P diff --git a/inst/examples/nonmem/xgxr132.msf b/inst/examples/nonmem/xgxr132.msf index 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Superproblem2=0 Iteration2=0 TYPE SUBPOP ETA(1) ETA(2) ETA(3) ETA(4) ETA(5) - 1 1 0.00000E+00 2.83050E-06 -5.42806E-06 0.00000E+00 0.00000E+00 - 2 1 0.00000E+00 4.07369E-02 5.26111E-02 0.00000E+00 0.00000E+00 - 3 1 1.00000E+00 9.99945E-01 9.99918E-01 1.00000E+00 1.00000E+00 - 4 1 0.00000E+00 7.22016E+00 9.74122E+00 0.00000E+00 0.00000E+00 - 5 1 1.23128E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 - 6 1 0.00000E+00 7.21373E+00 9.74711E+00 0.00000E+00 0.00000E+00 + 1 1 0.00000E+00 -6.66726E-06 1.99693E-06 0.00000E+00 0.00000E+00 + 2 1 0.00000E+00 4.07954E-02 4.55511E-02 0.00000E+00 0.00000E+00 + 3 1 1.00000E+00 9.99870E-01 9.99965E-01 1.00000E+00 1.00000E+00 + 4 1 0.00000E+00 7.45914E+00 9.63260E+00 0.00000E+00 0.00000E+00 + 5 1 1.22896E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 6 1 0.00000E+00 7.45395E+00 9.63679E+00 0.00000E+00 0.00000E+00 7 1 0.00000E+00 9.00000E+01 9.00000E+01 0.00000E+00 0.00000E+00 - 8 1 0.00000E+00 1.39190E+01 1.85335E+01 0.00000E+00 0.00000E+00 - 9 1 0.00000E+00 1.39071E+01 1.85442E+01 0.00000E+00 0.00000E+00 - 10 1 2.31095E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 8 1 0.00000E+00 1.43619E+01 1.83373E+01 0.00000E+00 0.00000E+00 + 9 1 0.00000E+00 1.43523E+01 1.83449E+01 0.00000E+00 0.00000E+00 + 10 1 2.30689E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 11 1 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 TYPE SUBPOP ETA(1) ETA(2) ETA(3) ETA(4) ETA(5) - 1 1 0.00000E+00 -3.60151E-04 2.13626E-03 0.00000E+00 0.00000E+00 - 2 1 0.00000E+00 4.07239E-02 5.25425E-02 0.00000E+00 0.00000E+00 - 3 1 1.00000E+00 9.92944E-01 9.67569E-01 1.00000E+00 1.00000E+00 - 4 1 0.00000E+00 7.24979E+00 9.85893E+00 0.00000E+00 0.00000E+00 - 5 1 1.22413E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 - 6 1 0.00000E+00 7.24918E+00 9.68102E+00 0.00000E+00 0.00000E+00 + 1 1 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0.0000E+00 -7.8806E-01 -5.6070E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0215E-01 -1.9636E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -6.9967E-02 1.0289E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 -6.9967E-02 1.0289E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 -6.9967E-02 1.0289E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 -6.9967E-02 1.0289E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 -6.9967E-02 1.0289E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 -6.9967E-02 1.0289E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 3.3829E-01 5.3562E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.3829E-01 5.3562E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.3829E-01 5.3562E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.3829E-01 5.3562E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.3829E-01 5.3562E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.8938E-01 -2.6832E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.4499E-01 2.2971E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.4499E-01 2.2971E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.4499E-01 2.2971E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.4499E-01 2.2971E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.4499E-01 2.2971E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 2.4499E-01 2.2971E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.9257E-01 6.2659E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.9257E-01 6.2659E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.9257E-01 6.2659E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.9257E-01 6.2659E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.9257E-01 6.2659E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 1.1691E-01 -1.0639E+00 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -3.8782E-02 -2.0161E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.9399E-01 5.9186E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.9399E-01 5.9186E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.9399E-01 5.9186E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.9399E-01 5.9186E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.9399E-01 5.9186E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.4458E-01 4.1364E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.4458E-01 4.1364E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.4458E-01 4.1364E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.4458E-01 4.1364E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.4458E-01 4.1364E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.4458E-01 4.1364E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.1112E-01 -1.1517E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.1112E-01 -1.1517E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.1112E-01 -1.1517E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.1112E-01 -1.1517E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.1112E-01 -1.1517E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.1112E-01 -1.1517E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 5.5166E-01 -7.7013E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.7323E-01 7.7397E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.7323E-01 7.7397E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.7323E-01 7.7397E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.7323E-01 7.7397E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.7323E-01 7.7397E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.7323E-01 7.7397E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -7.9781E-01 2.7792E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -7.9781E-01 2.7792E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -7.9781E-01 2.7792E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -7.9781E-01 2.7792E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -7.9781E-01 2.7792E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 -7.9781E-01 2.7792E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1526E-01 2.1663E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1526E-01 2.1663E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1526E-01 2.1663E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1526E-01 2.1663E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.3420E-01 8.3916E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.3420E-01 8.3916E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.3420E-01 8.3916E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.3420E-01 8.3916E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.3420E-01 8.3916E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.3420E-01 8.3916E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.0798E-01 1.1088E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.0798E-01 1.1088E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.0798E-01 1.1088E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.0798E-01 1.1088E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.0798E-01 1.1088E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 3.0798E-01 1.1088E-02 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.0375E-01 -4.8241E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -9.9650E-02 4.9162E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -9.9650E-02 4.9162E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -9.9650E-02 4.9162E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -9.9650E-02 4.9162E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -9.9650E-02 4.9162E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -9.9650E-02 4.9162E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.3118E-01 1.7738E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.3118E-01 1.7738E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.3118E-01 1.7738E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.3118E-01 1.7738E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.3118E-01 1.7738E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -5.3118E-01 1.7738E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -2.6424E-01 -1.7015E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.9160E-01 -3.9563E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.9160E-01 -3.9563E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.9160E-01 -3.9563E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.9160E-01 -3.9563E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.9160E-01 -3.9563E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 -1.9160E-01 -3.9563E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.2974E-01 -1.1090E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.2974E-01 -1.1090E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.2974E-01 -1.1090E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.2974E-01 -1.1090E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 1.2974E-01 -1.1090E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1274E-02 8.1754E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1274E-02 8.1754E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1274E-02 8.1754E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1274E-02 8.1754E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1274E-02 8.1754E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 4.1274E-02 8.1754E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.9868E-01 6.4793E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.9868E-01 6.4793E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.9868E-01 6.4793E-01 0.0000E+00 0.0000E+00 - 0.0000E+00 3.9868E-01 6.4793E-01 0.0000E+00 0.0000E+00 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0.0000E+00 -1.2921E-01 1.8809E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.2921E-01 1.8809E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.2921E-01 1.8809E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.2921E-01 1.8809E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.2921E-01 1.8809E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -1.2921E-01 1.8809E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -6.3023E-01 2.9892E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.3744E-02 -3.0793E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 2.5231E-01 -4.2921E-02 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -2.0580E-01 3.6211E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 -5.2342E-01 -2.3995E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 + 0.0000E+00 3.0846E-01 6.1036E-01 0.0000E+00 0.0000E+00 diff --git a/inst/examples/nonmem/xgxr132_res.txt b/inst/examples/nonmem/xgxr132_res.txt index 7534ea09..c4445547 100644 --- a/inst/examples/nonmem/xgxr132_res.txt +++ b/inst/examples/nonmem/xgxr132_res.txt @@ -1,733 +1,733 @@ TABLE NO. 1 ROW KA V2 V3 CL Q IPRED Y DV PRED RES WRES - 6.0100E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 6.0200E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 2.7287E-01 2.7287E-01 2.5706E-01 1.2624E-01 1.3082E-01 3.6318E-02 - 6.0300E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 5.4541E-01 5.4541E-01 7.0798E-01 2.6445E-01 4.4353E-01 2.8281E+00 - 6.0400E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 5.7736E-01 5.7736E-01 5.8570E-01 2.9645E-01 2.8925E-01 8.1679E-01 - 6.0500E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 4.2297E-01 4.2297E-01 6.4982E-01 2.5453E-01 3.9529E-01 3.2674E+00 - 6.0600E+02 2.2556E+00 3.4314E+01 2.2736E+02 6.6728E+00 9.2759E+00 1.9593E-01 1.9593E-01 1.8526E-01 1.5750E-01 2.7757E-02 -3.2355E-01 - 6.1100E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 6.1200E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 9.0220E-02 9.0220E-02 8.6748E-02 1.3336E-01 -4.6609E-02 -3.2682E-01 - 6.1300E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 1.9016E-01 1.9016E-01 1.8008E-01 2.7201E-01 -9.1932E-02 -4.9483E-01 - 6.1400E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 2.1514E-01 2.1514E-01 1.9879E-01 2.9394E-01 -9.5149E-02 -5.6665E-01 - 6.1500E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 1.9618E-01 1.9618E-01 1.9367E-01 2.4133E-01 -4.7664E-02 -3.6678E-01 - 6.1600E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 1.4668E-01 1.4668E-01 2.1215E-01 1.4845E-01 6.3696E-02 1.2357E+00 - 6.1700E+02 2.2556E+00 1.1282E+02 2.2736E+02 1.0101E+01 9.2759E+00 8.3210E-02 8.3210E-02 7.6733E-02 6.0336E-02 1.6397E-02 -2.5305E-01 - 6.2100E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 6.2200E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 1.5266E-01 1.5266E-01 1.7612E-01 1.4772E-01 2.8401E-02 8.1509E-01 - 6.2300E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 2.5384E-01 2.5384E-01 2.7860E-01 2.6481E-01 1.3787E-02 3.9385E-01 - 6.2400E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 2.5728E-01 2.5728E-01 1.9066E-01 2.9581E-01 -1.0515E-01 -9.2395E-01 - 6.2500E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 1.7910E-01 1.7910E-01 1.8520E-01 2.6256E-01 -7.7364E-02 -6.2901E-01 - 6.2600E+02 2.2556E+00 7.0361E+01 2.2736E+02 3.3288E+01 9.2759E+00 5.6712E-02 5.6712E-02 5.5120E-02 1.5569E-01 -1.0057E-01 -1.3991E+00 - 6.3100E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 6.3300E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 1.3994E-01 1.3994E-01 1.3855E-01 1.9612E-01 -5.7570E-02 -3.3416E-01 - 6.3400E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 2.0282E-01 2.0282E-01 1.6273E-01 2.8392E-01 -1.2119E-01 -8.4959E-01 - 6.3500E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 2.0018E-01 2.0018E-01 2.5910E-01 2.7951E-01 -2.0414E-02 2.9334E-01 - 6.3600E+02 2.2556E+00 1.0584E+02 2.2736E+02 1.8091E+01 9.2759E+00 1.2359E-01 1.2359E-01 6.4629E-02 1.7246E-01 -1.0783E-01 -1.5534E+00 - 6.4100E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 6.4200E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 6.2210E-02 6.2210E-02 5.6887E-02 8.2625E-02 -2.5738E-02 -2.7108E-01 - 6.4300E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 2.2003E-01 2.2003E-01 1.1065E-01 2.8074E-01 -1.7009E-01 -1.5436E+00 - 6.4400E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 2.3776E-01 2.3776E-01 3.5931E-01 2.9251E-01 6.6796E-02 1.1510E+00 - 6.4500E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 2.1366E-01 2.1366E-01 2.0009E-01 2.3945E-01 -3.9363E-02 -3.2216E-01 - 6.4600E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 1.4982E-01 1.4982E-01 1.2642E-01 1.3796E-01 -1.1538E-02 -5.0248E-01 - 6.4700E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 8.0861E-02 8.0861E-02 7.3517E-02 5.5166E-02 1.8351E-02 -6.1692E-02 - 6.4800E+02 2.2556E+00 1.0078E+02 2.2736E+02 9.6923E+00 9.2759E+00 4.9683E-02 4.9683E-02 6.2952E-02 2.9604E-02 3.3348E-02 1.7341E+00 - 6.5100E+02 2.2556E+00 9.6408E+01 2.2736E+02 1.6477E+01 9.2759E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 6.5200E+02 2.2556E+00 9.6408E+01 2.2736E+02 1.6477E+01 9.2759E+00 7.3783E-02 7.3783E-02 6.8034E-02 9.4090E-02 -2.6056E-02 -4.3437E-01 - 6.5300E+02 2.2556E+00 9.6408E+01 2.2736E+02 1.6477E+01 9.2759E+00 1.9849E-01 1.9849E-01 1.6596E-01 2.5134E-01 -8.5380E-02 -7.2950E-01 - 6.5400E+02 2.2556E+00 9.6408E+01 2.2736E+02 1.6477E+01 9.2759E+00 2.3240E-01 2.3240E-01 2.0658E-01 2.9175E-01 -8.5174E-02 -5.9853E-01 - 6.5500E+02 2.2556E+00 9.6408E+01 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9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 2.3610E+00 2.3610E+00 2.7276E+00 2.9067E+00 -1.7906E-01 9.3556E-02 + 1.4670E+03 2.2125E+00 9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 2.1933E+00 2.1933E+00 2.1203E+00 2.5339E+00 -4.1357E-01 -3.1376E-01 + 1.4680E+03 2.2125E+00 9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 1.3999E+00 1.3999E+00 7.2436E-01 1.3981E+00 -6.7377E-01 -1.5840E+00 + 1.4690E+03 2.2125E+00 9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 6.4369E-01 6.4369E-01 9.0244E-01 5.2506E-01 3.7738E-01 1.6193E+00 + 1.4700E+03 2.2125E+00 9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 3.5785E-01 3.5785E-01 3.6619E-01 2.7667E-01 8.9522E-02 3.0887E-01 + 1.4710E+03 2.2125E+00 9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 2.1276E-01 2.1276E-01 2.3600E-01 1.7488E-01 6.1122E-02 4.9072E-01 + 1.4720E+03 2.2125E+00 9.5893E+01 1.4047E+02 1.4481E+01 8.1889E+00 1.5805E-01 1.5805E-01 1.4187E-01 1.3568E-01 6.1873E-03 -2.9784E-01 + 1.4730E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.4740E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 7.6592E-01 7.6592E-01 6.3351E-01 6.2646E-01 7.0463E-03 -6.7440E-01 + 1.4750E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 2.9297E+00 2.9297E+00 3.8886E+00 2.4660E+00 1.4226E+00 1.3583E+00 + 1.4760E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 3.4831E+00 3.4831E+00 3.0963E+00 3.0482E+00 4.8095E-02 -3.8967E-01 + 1.4770E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 2.9004E+00 2.9004E+00 3.2475E+00 2.8141E+00 4.3339E-01 2.0620E-01 + 1.4780E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 1.4941E+00 1.4941E+00 1.9013E+00 1.8264E+00 7.4939E-02 1.9427E-01 + 1.4790E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 5.4472E-01 5.4472E-01 4.8786E-01 9.1154E-01 -4.2368E-01 -7.8116E-01 + 1.4800E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 2.9782E-01 2.9782E-01 3.3389E-01 5.5223E-01 -2.1834E-01 -1.6786E-01 + 1.4810E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 1.9909E-01 1.9909E-01 1.7029E-01 3.5765E-01 -1.8736E-01 -4.7197E-01 + 1.4820E+03 2.2125E+00 6.0650E+01 1.4047E+02 1.3513E+01 8.1889E+00 1.5869E-01 1.5869E-01 1.8108E-01 2.8160E-01 -1.0052E-01 5.2940E-03 + 1.4830E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.4840E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 7.2071E-01 7.2071E-01 8.6104E-01 4.2858E-01 4.3246E-01 1.6003E+00 + 1.4850E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 3.1900E+00 3.1900E+00 3.7022E+00 1.9370E+00 1.7652E+00 1.7994E+00 + 1.4860E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 4.5171E+00 4.5171E+00 3.9559E+00 2.8683E+00 1.0876E+00 3.1211E-01 + 1.4870E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 3.7697E+00 3.7697E+00 3.1761E+00 2.6564E+00 5.1970E-01 -9.7934E-02 + 1.4880E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 1.8682E+00 1.8682E+00 1.6545E+00 1.6287E+00 2.5756E-02 -2.6998E-01 + 1.4890E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 5.4101E-01 5.4101E-01 4.4108E-01 6.0215E-01 -1.6107E-01 -3.1773E-01 + 1.4900E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 3.1347E-01 3.1347E-01 2.8489E-01 3.1060E-01 -2.5710E-02 1.4919E-01 + 1.4910E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 2.3419E-01 2.3419E-01 3.0512E-01 1.9080E-01 1.1432E-01 1.3756E+00 + 1.4920E+03 2.2125E+00 4.4146E+01 1.4047E+02 1.1536E+01 8.1889E+00 1.9280E-01 1.9280E-01 2.4914E-01 1.4710E-01 1.0204E-01 1.2791E+00 + 1.4930E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.4940E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 1.2918E+00 1.2918E+00 6.9625E-01 1.7700E+00 -1.0738E+00 -1.1997E+00 + 1.4950E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 1.9323E+00 1.9323E+00 1.8122E+00 2.6724E+00 -8.6020E-01 -3.6547E-01 + 1.4960E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 2.0602E+00 2.0602E+00 2.4193E+00 2.9028E+00 -4.8353E-01 1.1320E-01 + 1.4970E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 1.6794E+00 1.6794E+00 1.3850E+00 2.4482E+00 -1.0632E+00 -7.7537E-01 + 1.4980E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 8.4462E-01 8.4462E-01 6.1468E-01 1.3582E+00 -7.4356E-01 -1.0311E+00 + 1.4990E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 2.6104E-01 2.6104E-01 2.4103E-01 5.1549E-01 -2.7446E-01 -5.3613E-01 + 1.5000E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 1.1926E-01 1.1926E-01 9.7516E-02 2.7741E-01 -1.7989E-01 -4.5239E-01 + 1.5010E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 6.7681E-02 6.7681E-02 8.0055E-02 1.7576E-01 -9.5707E-02 1.9048E-01 + 1.5020E+03 2.2125E+00 1.0143E+02 1.4047E+02 2.7916E+01 8.1889E+00 4.9824E-02 4.9824E-02 6.5688E-02 1.3629E-01 -7.0604E-02 4.4253E-01 diff --git a/inst/examples/nonmem/xgxr133.cov b/inst/examples/nonmem/xgxr133.cov new file mode 100644 index 00000000..e1d3607a --- /dev/null +++ b/inst/examples/nonmem/xgxr133.cov @@ -0,0 +1,52 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 2.83230E-03 1.34220E-03 -1.78937E-03 6.18769E-03 1.50867E-03 6.60902E-04 -2.98349E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.40463E-04 0.00000E+00 -2.51413E-04 1.61664E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 1.34220E-03 3.11090E-03 -1.88040E-03 4.25280E-03 8.99714E-04 -8.96426E-04 -3.35670E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.56329E-04 0.00000E+00 -2.19051E-04 8.29176E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -1.78937E-03 -1.88040E-03 1.56405E-02 -4.02354E-02 -1.26308E-02 -5.35451E-03 1.92765E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.13516E-04 0.00000E+00 1.32624E-03 -7.71443E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 6.18769E-03 4.25280E-03 -4.02354E-02 1.39499E-01 4.17266E-02 2.56265E-02 -6.01488E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 6.84458E-05 0.00000E+00 -4.91894E-03 2.81549E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 1.50867E-03 8.99714E-04 -1.26308E-02 4.17266E-02 1.42777E-02 8.55310E-03 6.89406E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 8.70227E-05 0.00000E+00 -1.61622E-03 8.38433E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 6.60902E-04 -8.96426E-04 -5.35451E-03 2.56265E-02 8.55310E-03 3.91277E-02 -9.74094E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.69547E-03 0.00000E+00 -2.69105E-03 6.57774E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) -2.98349E-05 -3.35670E-05 1.92765E-05 -6.01488E-05 6.89406E-05 -9.74094E-05 3.66720E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.78571E-05 0.00000E+00 -3.66469E-06 -6.90748E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -1.40463E-04 1.56329E-04 -1.13516E-04 6.84458E-05 8.70227E-05 1.69547E-03 -1.78571E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.01334E-03 0.00000E+00 -2.42330E-04 1.89560E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) -2.51413E-04 -2.19051E-04 1.32624E-03 -4.91894E-03 -1.61622E-03 -2.69105E-03 -3.66469E-06 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.42330E-04 0.00000E+00 1.21384E-03 -1.26723E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 1.61664E-03 8.29176E-04 -7.71443E-03 2.81549E-02 8.38433E-03 6.57774E-03 -6.90748E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.89560E-04 0.00000E+00 -1.26723E-03 7.78539E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 +TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + NAME THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) + THETA1 4.12398E-03 2.15498E-03 -1.80541E-03 6.52204E-03 3.03382E-04 1.03415E-03 8.38596E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.90217E-04 0.00000E+00 7.35780E-05 4.79218E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA2 2.15498E-03 3.43710E-03 -1.56238E-03 3.97149E-03 3.11766E-04 1.91629E-03 9.85924E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.38122E-04 0.00000E+00 9.90054E-05 2.99220E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA3 -1.80541E-03 -1.56238E-03 8.39706E-03 -1.76482E-02 -2.54793E-03 -1.57681E-03 -4.24851E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.56382E-04 0.00000E+00 2.22027E-04 -1.16346E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA4 6.52204E-03 3.97149E-03 -1.76482E-02 6.49142E-02 1.14602E-02 5.60726E-03 1.51287E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -9.68096E-04 0.00000E+00 6.22690E-04 2.12808E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA5 3.03382E-04 3.11766E-04 -2.54793E-03 1.14602E-02 4.19366E-03 7.44474E-04 -7.24954E-06 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.93688E-04 0.00000E+00 3.17810E-04 2.95085E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + THETA6 1.03415E-03 1.91629E-03 -1.57681E-03 5.60726E-03 7.44474E-04 1.97520E-02 9.22322E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.38896E-03 0.00000E+00 -2.63997E-04 2.22670E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(1,1) 8.38596E-05 9.85924E-05 -4.24851E-05 1.51287E-04 -7.24954E-06 9.22322E-05 2.95075E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.00533E-05 0.00000E+00 -6.08837E-06 3.10027E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + SIGMA(2,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(1,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(2,2) -2.90217E-04 -4.38122E-04 2.56382E-04 -9.68096E-04 -2.93688E-04 -1.38896E-03 -1.00533E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 9.75142E-04 0.00000E+00 -2.24770E-04 -1.36978E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,2) 7.35780E-05 9.90054E-05 2.22027E-04 6.22690E-04 3.17810E-04 -2.63997E-04 -6.08837E-06 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2.24770E-04 0.00000E+00 6.47057E-04 -2.51783E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(3,3) 4.79218E-05 2.99220E-04 -1.16346E-03 2.12808E-03 2.95085E-04 2.22670E-04 3.10027E-05 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1.36978E-04 0.00000E+00 -2.51783E-04 1.88310E-03 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(4,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,1) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,2) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,3) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,4) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 + OMEGA(5,5) 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/inst/examples/nonmem/xgxr133.lst b/inst/examples/nonmem/xgxr133.lst new file mode 100644 index 00000000..b5b91bf9 --- /dev/null +++ b/inst/examples/nonmem/xgxr133.lst @@ -0,0 +1,1735 @@ +Fri Jul 26 06:21:11 PM EDT 2024 +$PROBLEM 031 SAEM + +;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY +;; BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB eff0 +$INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ CYCLE +DOSE MALEN PART PROFDAY PROFTIME WEIGHTB + +$DATA xgxr2covs.csv IGNORE=@ IGNORE=(FLAG.NE.0) IGNORE(DOSE.LT.30) + +$SUBROUTINE ADVAN4 TRANS4 + +$PK +LTVKA=THETA(1) +LTVV2=THETA(2) +LTVCL=THETA(3) +LTVV3=THETA(4) +LTVQ=THETA(5) + +MU_1=LTVKA +KA=EXP(MU_1+ETA(1)) +MU_2=LTVV2 +V2=EXP(MU_2+ETA(2)) +AGEEFF = THETA(6) +MU_3=LTVCL+ AGEEFF * LOG(AGE/54) +CL=EXP(MU_3+ETA(3)) +MU_4=LTVV3 +V3=EXP(MU_4+ETA(4)) +MU_5 = LTVQ +Q =EXP(MU_5+ETA(5)) +S2=V2 + +$ERROR + IPRED=F + IRES=DV-IPRED + + IF (IPRED.GT.1) THEN + W = SQRT(IPRED**2*SIGMA(1,1) + SIGMA(2,2)) + ELSE + W=1 + ENDIF + + IWRES=IRES/W + Y=F+F*ERR(1)+ERR(2) + +;-----------------------INITIAL ESTIMATES--------------------------------- +$THETA (.1) ; 1 : LTVKA ; Absorption rate [1/h] ; log +$THETA (3) ; 2 : LTVV2 ; Central volume [L] ; log +$THETA (1) ; 3 : LTVCL ; Clearance [L/h] ; log +$THETA (4) ; 4 : LTVV3 ; Peripheral volume [L] ; log +$THETA (-1) ; 5 : LTVQ ; Intercomparmental clearance [L/h] ; log +$THETA .1 ; 6 : AGEEFF ; Age effect on clearance []; log + +$OMEGA 0 FIX ; 1 : BSV.KA ; KA Between-subject variability +$OMEGA BLOCK(2) +0.1 ; 2 : BSV.V2 ; V2 Between-subject variability + 0.01 ; 2-3 : Cov.BSV.V2-CL ; V2 Between-subject variability + 0.1 ; 3 : BSV.CL ; CL Between-subject variability +$OMEGA 0 FIX ; 4 : BSV.V3 ; V3 Between-subject variability +$OMEGA 0 FIX ; 5 : BSV.Q ; Q Between-subject variability + +$SIGMA 0.1 ; SigP - Prop err +$SIGMA 0 FIX ; SigA - Add err + + +$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr133.msf + +$ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P + +$COV PRINT=E + +$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT FILE=xgxr133_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr133_etas.txt + +NM-TRAN MESSAGES + + WARNINGS AND ERRORS (IF ANY) FOR PROBLEM 1 + + (WARNING 2) NM-TRAN INFERS THAT THE DATA ARE POPULATION. + + (WARNING 79) SIGMA IS USED ON THE RIGHT. WITH A SUBSEQUENT RUN, IF AN + INITIAL ESTIMATE OF A DIAGONAL BLOCK OF SIGMA IS TO BE COMPUTED BY + NONMEM, THAT BLOCK WILL BE SET TO AN IDENTITY MATRIX DURING THAT + COMPUTATION. THIS COULD LEAD TO AN ARITHMETIC EXCEPTION.* + + (MU_WARNING 26) DATA ITEM(S) USED IN DEFINITION OF MU_(S) SHOULD BE CONSTANT FOR INDIV. REC.: + AGE + + * THE MAXIMUM NUMBER OF WARNINGS OF ONE OR MORE TYPES WAS REACHED. + IT IS POSSIBLE THAT SOME WARNING MESSAGES WERE SUPPRESSED. + +Note: Analytical 2nd Derivatives are constructed in FSUBS but are never used. + You may insert $ABBR DERIV2=NO after the first $PROB to save FSUBS construction and compilation time + + +License Registered to: Philip Harder Delff for developing R packages that Interact with NONMEM +Expiration Date: 14 SEP 2024 +Current Date: 26 JUL 2024 +Days until program expires : 48 +1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.1 + ORIGINALLY DEVELOPED BY STUART BEAL, LEWIS SHEINER, AND ALISON BOECKMANN + CURRENT DEVELOPERS ARE ROBERT BAUER, ICON DEVELOPMENT SOLUTIONS, + AND ALISON BOECKMANN. IMPLEMENTATION, EFFICIENCY, AND STANDARDIZATION + PERFORMED BY NOUS INFOSYSTEMS. + + PROBLEM NO.: 1 + 031 SAEM +0DATA CHECKOUT RUN: NO + DATA SET LOCATED ON UNIT NO.: 2 + THIS UNIT TO BE REWOUND: NO + NO. OF DATA RECS IN DATA SET: 731 + NO. OF DATA ITEMS IN DATA SET: 20 + ID DATA ITEM IS DATA ITEM NO.: 2 + DEP VARIABLE IS DATA ITEM NO.: 8 + MDV DATA ITEM IS DATA ITEM NO.: 20 +0INDICES PASSED TO SUBROUTINE PRED: + 5 4 7 0 0 0 6 0 0 0 0 +0LABELS FOR DATA ITEMS: + ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ CYCLE DOSE MALEN PART PROFDAY PROFTIME WEIGHTB MDV +0(NONBLANK) LABELS FOR PRED-DEFINED ITEMS: + KA V2 CL V3 Q IPRED Y +0FORMAT FOR DATA: + (4(4E17.0/),3E17.0,1F2.0) + + TOT. NO. OF OBS RECS: 641 + TOT. NO. OF INDIVIDUALS: 90 +0LENGTH OF THETA: 6 +0DEFAULT THETA BOUNDARY TEST OMITTED: NO +0OMEGA HAS BLOCK FORM: + 1 + 0 2 + 0 2 2 + 0 0 0 3 + 0 0 0 0 4 +0DEFAULT OMEGA BOUNDARY TEST OMITTED: NO +0SIGMA HAS BLOCK FORM: + 1 + 0 2 +0DEFAULT SIGMA BOUNDARY TEST OMITTED: NO +0INITIAL ESTIMATE OF THETA: + 0.1000E+00 0.3000E+01 0.1000E+01 0.4000E+01 -0.1000E+01 0.1000E+00 +0INITIAL ESTIMATE OF OMEGA: + BLOCK SET NO. BLOCK FIXED + 1 YES + 0.0000E+00 + 2 NO + 0.1000E+00 + 0.1000E-01 0.1000E+00 + 3 YES + 0.0000E+00 + 4 YES + 0.0000E+00 +0INITIAL ESTIMATE OF SIGMA: + BLOCK SET NO. BLOCK FIXED + 1 NO + 0.1000E+00 + 2 YES + 0.0000E+00 +0COVARIANCE STEP OMITTED: NO + EIGENVLS. PRINTED: YES + SPECIAL COMPUTATION: NO + COMPRESSED FORMAT: NO + GRADIENT METHOD USED: NOSLOW + SIGDIGITS ETAHAT (SIGLO): -1 + SIGDIGITS GRADIENTS (SIGL): -1 + EXCLUDE COV FOR FOCE (NOFCOV): NO + Cholesky Transposition of R Matrix (CHOLROFF):0 + KNUTHSUMOFF: -1 + RESUME COV ANALYSIS (RESUME): NO + SIR SAMPLE SIZE (SIRSAMPLE): + NON-LINEARLY TRANSFORM THETAS DURING COV (THBND): 1 + PRECONDTIONING CYCLES (PRECOND): 0 + PRECONDTIONING TYPES (PRECONDS): TOS + FORCED PRECONDTIONING CYCLES (PFCOND):0 + PRECONDTIONING TYPE (PRETYPE): 0 + FORCED POS. DEFINITE SETTING DURING PRECONDITIONING: (FPOSDEF):0 + SIMPLE POS. DEFINITE SETTING: (POSDEF):-1 +0TABLES STEP OMITTED: NO + NO. OF TABLES: 2 + SEED NUMBER (SEED): 11456 + NPDTYPE: 0 + INTERPTYPE: 0 + RANMETHOD: 3U + MC SAMPLES (ESAMPLE): 300 + WRES SQUARE ROOT TYPE (WRESCHOL): EIGENVALUE +0-- TABLE 1 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: YES + PRINTED: NO + HEADER: YES + FILE TO BE FORWARDED: NO + FORMAT: S1PE11.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ROW KA V2 V3 CL Q IPRED Y +0-- TABLE 2 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: NO + PRINTED: NO + HEADER: YES + FILE TO BE FORWARDED: NO + FORMAT: S1PE11.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ETA1 ETA2 ETA3 ETA4 ETA5 +1DOUBLE PRECISION PREDPP VERSION 7.5.1 + + TWO COMPARTMENT MODEL WITH FIRST-ORDER ABSORPTION (ADVAN4) +0MAXIMUM NO. OF BASIC PK PARAMETERS: 5 +0BASIC PK PARAMETERS (AFTER TRANSLATION): + BASIC PK PARAMETER NO. 1: ELIMINATION RATE (K) + BASIC PK PARAMETER NO. 2: CENTRAL-TO-PERIPH. RATE (K23) + BASIC PK PARAMETER NO. 3: PERIPH.-TO-CENTRAL RATE (K32) + BASIC PK PARAMETER NO. 5: ABSORPTION RATE (KA) + TRANSLATOR WILL CONVERT PARAMETERS + CL, V2, Q, V3 TO K, K23, K32 (TRANS4) +0COMPARTMENT ATTRIBUTES + COMPT. NO. FUNCTION INITIAL ON/OFF DOSE DEFAULT DEFAULT + STATUS ALLOWED ALLOWED FOR DOSE FOR OBS. + 1 DEPOT OFF YES YES YES NO + 2 CENTRAL ON NO YES NO YES + 3 PERIPH. ON NO YES NO NO + 4 OUTPUT OFF YES NO NO NO +1 + ADDITIONAL PK PARAMETERS - ASSIGNMENT OF ROWS IN GG + COMPT. NO. INDICES + SCALE BIOAVAIL. ZERO-ORDER ZERO-ORDER ABSORB + FRACTION RATE DURATION LAG + 1 * * * * * + 2 6 * * * * + 3 * * * * * + 4 * - - - - + - PARAMETER IS NOT ALLOWED FOR THIS MODEL + * PARAMETER IS NOT SUPPLIED BY PK SUBROUTINE; + WILL DEFAULT TO ONE IF APPLICABLE +0DATA ITEM INDICES USED BY PRED ARE: + EVENT ID DATA ITEM IS DATA ITEM NO.: 5 + TIME DATA ITEM IS DATA ITEM NO.: 4 + DOSE AMOUNT DATA ITEM IS DATA ITEM NO.: 7 + COMPT. NO. DATA ITEM IS DATA ITEM NO.: 6 + +0PK SUBROUTINE CALLED WITH EVERY EVENT RECORD. + PK SUBROUTINE NOT CALLED AT NONEVENT (ADDITIONAL OR LAGGED) DOSE TIMES. +0ERROR SUBROUTINE CALLED WITH EVERY EVENT RECORD. +1 + + + #TBLN: 1 + #METH: Stochastic Approximation Expectation-Maximization + + ESTIMATION STEP OMITTED: NO + ANALYSIS TYPE: POPULATION + NUMBER OF SADDLE POINT RESET ITERATIONS: 0 + GRADIENT METHOD USED: NOSLOW + CONDITIONAL ESTIMATES USED: YES + CENTERED ETA: NO + EPS-ETA INTERACTION: YES + LAPLACIAN OBJ. FUNC.: NO + NO. OF FUNCT. EVALS. ALLOWED: 99999 + NO. OF SIG. FIGURES REQUIRED: 3 + INTERMEDIATE PRINTOUT: YES + ESTIMATE OUTPUT TO MSF: YES + ABORT WITH PRED EXIT CODE 1: NO + IND. OBJ. FUNC. VALUES SORTED: NO + NUMERICAL DERIVATIVE + FILE REQUEST (NUMDER): NONE + MAP (ETAHAT) ESTIMATION METHOD (OPTMAP): 0 + ETA HESSIAN EVALUATION METHOD (ETADER): 0 + INITIAL ETA FOR MAP ESTIMATION (MCETA): 0 + SIGDIGITS FOR MAP ESTIMATION (SIGLO): 100 + GRADIENT SIGDIGITS OF + FIXED EFFECTS PARAMETERS (SIGL): 100 + NOPRIOR SETTING (NOPRIOR): 0 + NOCOV SETTING (NOCOV): OFF + DERCONT SETTING (DERCONT): OFF + FINAL ETA RE-EVALUATION (FNLETA): 1 + EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS + IN SHRINKAGE (ETASTYPE): NO + NON-INFL. ETA CORRECTION (NONINFETA): 0 + RAW OUTPUT FILE (FILE): xgxr133.ext + EXCLUDE TITLE (NOTITLE): NO + EXCLUDE COLUMN LABELS (NOLABEL): NO + FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 + PARAMETER ORDER FOR OUTPUTS (ORDER): TSOL + KNUTHSUMOFF: 0 + INCLUDE LNTWOPI: NO + INCLUDE CONSTANT TERM TO PRIOR (PRIORC): NO + INCLUDE CONSTANT TERM TO OMEGA (ETA) (OLNTWOPI):NO + EM OR BAYESIAN METHOD USED: STOCHASTIC APPROXIMATION EXPECTATION MAXIMIZATION (SAEM) + MU MODELING PATTERN (MUM): + GRADIENT/GIBBS PATTERN (GRD): + AUTOMATIC SETTING FEATURE (AUTO): 0 + CONVERGENCE TYPE (CTYPE): 3 + CONVERGENCE INTERVAL (CINTERVAL): 10 + CONVERGENCE ITERATIONS (CITER): 10 + CONVERGENCE ALPHA ERROR (CALPHA): 5.000000000000000E-02 + BURN-IN ITERATIONS (NBURN): 1000 + FIRST ITERATION FOR MAP (MAPITERS): NO + ITERATIONS (NITER): 1000 + ANNEAL SETTING (CONSTRAIN): 1 + STARTING SEED FOR MC METHODS (SEED): 3442 + MC SAMPLES PER SUBJECT (ISAMPLE): 2 + RANDOM SAMPLING METHOD (RANMETHOD): 3UP + EXPECTATION ONLY (EONLY): 0 + PROPOSAL DENSITY SCALING RANGE + (ISCALE_MIN, ISCALE_MAX): 1.000000000000000E-06 ,1000000.00000000 + SAMPLE ACCEPTANCE RATE (IACCEPT): 0.400000000000000 + METROPOLIS HASTINGS SAMPLING FOR INDIVIDUAL ETAS: + SAMPLES FOR GLOBAL SEARCH KERNEL (ISAMPLE_M1): 2 + SAMPLES FOR NEIGHBOR SEARCH KERNEL (ISAMPLE_M1A): 0 + SAMPLES FOR MASS/IMP/POST. MATRIX SEARCH (ISAMPLE_M1B): 2 + SAMPLES FOR LOCAL SEARCH KERNEL (ISAMPLE_M2): 2 + SAMPLES FOR LOCAL UNIVARIATE KERNEL (ISAMPLE_M3): 2 + PWR. WT. MASS/IMP/POST MATRIX ACCUM. FOR ETAS (IKAPPA): 1.00000000000000 + MASS/IMP./POST. MATRIX REFRESH SETTING (MASSRESET): -1 + + + THE FOLLOWING LABELS ARE EQUIVALENT + PRED=PREDI + RES=RESI + WRES=WRESI + IWRS=IWRESI + IPRD=IPREDI + IRS=IRESI + + EM/BAYES SETUP: + THETAS THAT ARE MU MODELED: + 2 3 6 + THETAS THAT ARE SIGMA-LIKE: + + + MONITORING OF SEARCH: + + Stochastic/Burn-in Mode + iteration -1000 SAEMOBJ= 939.80046006882696 + iteration -990 SAEMOBJ= -2102.1000683455622 + iteration -980 SAEMOBJ= -2250.7780612884994 + iteration -970 SAEMOBJ= -2261.4128822994230 + iteration -960 SAEMOBJ= -2276.9374109403152 + iteration -950 SAEMOBJ= -2268.5672778184939 + iteration -940 SAEMOBJ= -2261.9370008342285 + iteration -930 SAEMOBJ= -2282.9809516948276 + iteration -920 SAEMOBJ= -2269.1591603173229 + iteration -910 SAEMOBJ= -2256.5883646061516 + iteration -900 SAEMOBJ= -2271.7877823333592 + iteration -890 SAEMOBJ= -2268.7822256506288 + Convergence achieved + Reduced Stochastic/Accumulation Mode + iteration 0 SAEMOBJ= -2286.1141517517412 + iteration 10 SAEMOBJ= -2290.6120366105893 + iteration 20 SAEMOBJ= -2291.6641294527280 + iteration 30 SAEMOBJ= -2291.1039098951674 + iteration 40 SAEMOBJ= -2291.2156778839176 + iteration 50 SAEMOBJ= -2291.1614967025039 + iteration 60 SAEMOBJ= -2291.1000704282847 + iteration 70 SAEMOBJ= -2290.9994173929931 + iteration 80 SAEMOBJ= -2291.6301914278952 + iteration 90 SAEMOBJ= -2291.5266443534301 + iteration 100 SAEMOBJ= -2291.8426950199560 + iteration 110 SAEMOBJ= -2292.0993662323608 + iteration 120 SAEMOBJ= -2291.9355870244481 + iteration 130 SAEMOBJ= -2291.8426812484254 + iteration 140 SAEMOBJ= -2291.5783801251223 + iteration 150 SAEMOBJ= -2291.4321905527622 + iteration 160 SAEMOBJ= -2291.2981595550195 + iteration 170 SAEMOBJ= -2291.3287909516694 + iteration 180 SAEMOBJ= -2291.3541672688852 + iteration 190 SAEMOBJ= -2291.3558976358831 + iteration 200 SAEMOBJ= -2291.2220200922252 + iteration 210 SAEMOBJ= -2291.1940102218987 + iteration 220 SAEMOBJ= -2291.1020854848762 + iteration 230 SAEMOBJ= -2291.0689113673889 + iteration 240 SAEMOBJ= -2291.1359160409497 + iteration 250 SAEMOBJ= -2291.0005728536989 + iteration 260 SAEMOBJ= -2290.8837148585835 + iteration 270 SAEMOBJ= -2290.8331523643083 + iteration 280 SAEMOBJ= -2290.7103694310481 + iteration 290 SAEMOBJ= -2290.6959445234666 + iteration 300 SAEMOBJ= -2290.8515173247060 + iteration 310 SAEMOBJ= -2290.8242093062690 + iteration 320 SAEMOBJ= -2290.8066933226432 + iteration 330 SAEMOBJ= -2290.8335681171961 + iteration 340 SAEMOBJ= -2290.7667528909060 + iteration 350 SAEMOBJ= -2290.5755414293794 + iteration 360 SAEMOBJ= -2290.6874406047336 + iteration 370 SAEMOBJ= -2290.7078037488941 + iteration 380 SAEMOBJ= -2290.8185905929317 + iteration 390 SAEMOBJ= -2290.7599627198874 + iteration 400 SAEMOBJ= -2290.7927843874936 + iteration 410 SAEMOBJ= -2290.6747838684068 + iteration 420 SAEMOBJ= -2290.7542580466165 + iteration 430 SAEMOBJ= -2290.7288943072381 + iteration 440 SAEMOBJ= -2290.7974294347168 + iteration 450 SAEMOBJ= -2290.8453426305591 + iteration 460 SAEMOBJ= -2290.8650717752821 + iteration 470 SAEMOBJ= -2290.8839513485595 + iteration 480 SAEMOBJ= -2290.9016820510924 + iteration 490 SAEMOBJ= -2290.9702271582532 + iteration 500 SAEMOBJ= -2290.9759921500568 + iteration 510 SAEMOBJ= -2290.9844395234736 + iteration 520 SAEMOBJ= -2291.0053058452645 + iteration 530 SAEMOBJ= -2291.0326612579333 + iteration 540 SAEMOBJ= -2291.0554248345434 + iteration 550 SAEMOBJ= -2291.0854588068214 + iteration 560 SAEMOBJ= -2291.1261054943525 + iteration 570 SAEMOBJ= -2291.0709348562382 + iteration 580 SAEMOBJ= -2291.0858194218126 + iteration 590 SAEMOBJ= -2291.1449762184038 + iteration 600 SAEMOBJ= -2291.2000264243256 + iteration 610 SAEMOBJ= -2291.2130722249772 + iteration 620 SAEMOBJ= -2291.1900814058708 + iteration 630 SAEMOBJ= -2291.2362022742241 + iteration 640 SAEMOBJ= -2291.2279000437243 + iteration 650 SAEMOBJ= -2291.3573790808596 + iteration 660 SAEMOBJ= -2291.3435204340194 + iteration 670 SAEMOBJ= -2291.3739271794357 + iteration 680 SAEMOBJ= -2291.3405971317643 + iteration 690 SAEMOBJ= -2291.3252555632280 + iteration 700 SAEMOBJ= -2291.2692559306815 + iteration 710 SAEMOBJ= -2291.2395305489208 + iteration 720 SAEMOBJ= -2291.2349304884865 + iteration 730 SAEMOBJ= -2291.1864068760751 + iteration 740 SAEMOBJ= -2291.1634704022963 + iteration 750 SAEMOBJ= -2291.1509231540831 + iteration 760 SAEMOBJ= -2291.1338804728625 + iteration 770 SAEMOBJ= -2291.1316293970672 + iteration 780 SAEMOBJ= -2291.1548968962957 + iteration 790 SAEMOBJ= -2291.1930143724621 + iteration 800 SAEMOBJ= -2291.2280562506253 + iteration 810 SAEMOBJ= -2291.2238650642948 + iteration 820 SAEMOBJ= -2291.1878349453295 + iteration 830 SAEMOBJ= -2291.1760753014823 + iteration 840 SAEMOBJ= -2291.1079454688829 + iteration 850 SAEMOBJ= -2291.0921796157872 + iteration 860 SAEMOBJ= -2291.1173532713365 + iteration 870 SAEMOBJ= -2291.0711344481024 + iteration 880 SAEMOBJ= -2291.0544792406945 + iteration 890 SAEMOBJ= -2291.0253176528527 + iteration 900 SAEMOBJ= -2291.0467640182414 + iteration 910 SAEMOBJ= -2291.0630585701228 + iteration 920 SAEMOBJ= -2291.0854295009949 + iteration 930 SAEMOBJ= -2291.1166788238666 + iteration 940 SAEMOBJ= -2291.1517991135761 + iteration 950 SAEMOBJ= -2291.1407009641603 + iteration 960 SAEMOBJ= -2291.1200097141873 + iteration 970 SAEMOBJ= -2291.0983245290518 + iteration 980 SAEMOBJ= -2291.0608822169033 + iteration 990 SAEMOBJ= -2291.0117237295108 + iteration 1000 SAEMOBJ= -2291.0214236406691 + + #TERM: + STOCHASTIC PORTION WAS COMPLETED + REDUCED STOCHASTIC PORTION WAS COMPLETED + + ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, + AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. + + ETABAR: 0.0000E+00 -3.1835E-06 1.7493E-05 0.0000E+00 0.0000E+00 + SE: 0.0000E+00 4.0709E-02 4.7698E-02 0.0000E+00 0.0000E+00 + N: 0 90 90 0 0 + + P VAL.: 1.0000E+00 9.9994E-01 9.9971E-01 1.0000E+00 1.0000E+00 + + ETASHRINKSD(%) 0.0000E+00 7.3557E+00 1.0250E+01 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 0.0000E+00 1.4170E+01 1.9450E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 0.0000E+00 7.3525E+00 1.0256E+01 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 0.0000E+00 1.4164E+01 1.9461E+01 0.0000E+00 0.0000E+00 + RELATIVEINF(%) 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + EPSSHRINKSD(%) 1.2084E+01 1.0000E+02 + EPSSHRINKVR(%) 2.2708E+01 1.0000E+02 + + + TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 641 + N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1178.0791995683903 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2291.0214236406691 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1112.9422240722788 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + TOTAL EFFECTIVE ETAS (NIND*NETA): 180 + NIND*NETA*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 330.81787195368219 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -2291.0214236406691 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -1960.2035516869869 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + #TERE: + Elapsed estimation time in seconds: 21.29 + Elapsed covariance time in seconds: 0.01 +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + #OBJT:************** FINAL VALUE OF LIKELIHOOD FUNCTION ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + + + + #OBJV:******************************************** -2291.021 ************************************************** +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** FINAL PARAMETER ESTIMATE ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 8.03E-01 4.32E+00 2.55E+00 5.16E+00 2.15E+00 4.43E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 1.74E-01 + + ETA3 ++ 0.00E+00 -4.79E-02 2.54E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 8.13E-02 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 4.17E-01 + + ETA3 ++ 0.00E+00 -2.28E-01 5.04E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 2.85E-01 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** STANDARD ERROR OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 5.32E-02 5.58E-02 1.25E-01 3.73E-01 1.19E-01 1.98E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 3.18E-02 + + ETA3 ++ 0.00E+00 3.48E-02 8.82E-02 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 6.06E-03 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ ......... + + ETA2 ++ ......... 3.82E-02 + + ETA3 ++ ......... 1.51E-01 8.75E-02 + + ETA4 ++ ......... ......... ......... ......... + + ETA5 ++ ......... ......... ......... ......... ......... + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 1.06E-02 + + EPS2 ++ ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** COVARIANCE MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 2.83E-03 + + TH 2 ++ 1.34E-03 3.11E-03 + + TH 3 ++ -1.79E-03 -1.88E-03 1.56E-02 + + TH 4 ++ 6.19E-03 4.25E-03 -4.02E-02 1.39E-01 + + TH 5 ++ 1.51E-03 9.00E-04 -1.26E-02 4.17E-02 1.43E-02 + + TH 6 ++ 6.61E-04 -8.96E-04 -5.35E-03 2.56E-02 8.55E-03 3.91E-02 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -1.40E-04 1.56E-04 -1.14E-04 6.84E-05 8.70E-05 1.70E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.01E-03 + + OM23 ++ -2.51E-04 -2.19E-04 1.33E-03 -4.92E-03 -1.62E-03 -2.69E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.42E-04 + 1.21E-03 + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 1.62E-03 8.29E-04 -7.71E-03 2.82E-02 8.38E-03 6.58E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.90E-04 + -1.27E-03 0.00E+00 0.00E+00 7.79E-03 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -2.98E-05 -3.36E-05 1.93E-05 -6.01E-05 6.89E-05 -9.74E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.79E-05 + -3.66E-06 0.00E+00 0.00E+00 -6.91E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.67E-05 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** CORRELATION MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 5.32E-02 + + TH 2 ++ 4.52E-01 5.58E-02 + + TH 3 ++ -2.69E-01 -2.70E-01 1.25E-01 + + TH 4 ++ 3.11E-01 2.04E-01 -8.61E-01 3.73E-01 + + TH 5 ++ 2.37E-01 1.35E-01 -8.45E-01 9.35E-01 1.19E-01 + + TH 6 ++ 6.28E-02 -8.13E-02 -2.16E-01 3.47E-01 3.62E-01 1.98E-01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -8.29E-02 8.80E-02 -2.85E-02 5.76E-03 2.29E-02 2.69E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.18E-02 + + OM23 ++ -1.36E-01 -1.13E-01 3.04E-01 -3.78E-01 -3.88E-01 -3.90E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.18E-01 + 3.48E-02 + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 3.44E-01 1.68E-01 -6.99E-01 8.54E-01 7.95E-01 3.77E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 6.75E-02 + -4.12E-01 0.00E+00 0.00E+00 8.82E-02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -9.26E-02 -9.94E-02 2.55E-02 -2.66E-02 9.53E-02 -8.13E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -9.26E-02 + -1.74E-02 0.00E+00 0.00E+00 -1.29E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 6.06E-03 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** INVERSE COVARIANCE MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 5.09E+02 + + TH 2 ++ -2.04E+02 4.60E+02 + + TH 3 ++ -9.75E+00 6.88E+01 2.95E+02 + + TH 4 ++ -1.33E+01 -1.61E+01 5.67E+01 9.61E+01 + + TH 5 ++ 4.86E+01 7.26E+01 1.36E+02 -1.68E+02 7.25E+02 + + TH 6 ++ -5.70E+00 2.16E+01 -1.80E+01 -2.93E+00 -2.15E+01 3.72E+01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ 1.25E+02 -1.23E+02 4.15E+01 4.16E+01 -1.27E+01 -5.15E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.17E+03 + + OM23 ++ 2.37E+00 5.95E+01 1.22E+01 -7.48E+00 5.80E+01 4.77E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.65E+02 + 1.13E+03 + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ -9.59E+01 3.71E+01 -5.22E+01 -1.04E+02 -4.52E+01 -6.54E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -6.32E+01 + 1.13E+02 0.00E+00 0.00E+00 5.51E+02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -1.48E+01 1.30E+02 -3.87E+02 2.33E+02 -1.75E+03 1.26E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.90E+02 + 4.61E+02 0.00E+00 0.00E+00 8.99E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.35E+04 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** STOCHASTIC APPROXIMATION EXPECTATION-MAXIMIZATION ******************** + ******************** EIGENVALUES OF COR MATRIX OF ESTIMATE (S) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + 1 2 3 4 5 6 7 8 9 10 + + 4.99E-02 1.14E-01 2.50E-01 4.57E-01 5.97E-01 7.65E-01 9.54E-01 1.28E+00 1.45E+00 4.09E+00 + +1 + + + #TBLN: 2 + #METH: Objective Function Evaluation by Importance Sampling + + ESTIMATION STEP OMITTED: NO + ANALYSIS TYPE: POPULATION + NUMBER OF SADDLE POINT RESET ITERATIONS: 0 + GRADIENT METHOD USED: NOSLOW + CONDITIONAL ESTIMATES USED: YES + CENTERED ETA: NO + EPS-ETA INTERACTION: YES + LAPLACIAN OBJ. FUNC.: NO + NO. OF FUNCT. EVALS. ALLOWED: 99999 + NO. OF SIG. FIGURES REQUIRED: 3 + INTERMEDIATE PRINTOUT: YES + ESTIMATE OUTPUT TO MSF: YES + ABORT WITH PRED EXIT CODE 1: NO + IND. OBJ. FUNC. VALUES SORTED: NO + NUMERICAL DERIVATIVE + FILE REQUEST (NUMDER): NONE + MAP (ETAHAT) ESTIMATION METHOD (OPTMAP): 0 + ETA HESSIAN EVALUATION METHOD (ETADER): 0 + INITIAL ETA FOR MAP ESTIMATION (MCETA): 0 + SIGDIGITS FOR MAP ESTIMATION (SIGLO): 100 + GRADIENT SIGDIGITS OF + FIXED EFFECTS PARAMETERS (SIGL): 100 + NOPRIOR SETTING (NOPRIOR): 0 + NOCOV SETTING (NOCOV): OFF + DERCONT SETTING (DERCONT): OFF + FINAL ETA RE-EVALUATION (FNLETA): 1 + EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS + IN SHRINKAGE (ETASTYPE): NO + NON-INFL. ETA CORRECTION (NONINFETA): 0 + RAW OUTPUT FILE (FILE): xgxr133.ext + EXCLUDE TITLE (NOTITLE): NO + EXCLUDE COLUMN LABELS (NOLABEL): NO + FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 + PARAMETER ORDER FOR OUTPUTS (ORDER): TSOL + KNUTHSUMOFF: 0 + INCLUDE LNTWOPI: NO + INCLUDE CONSTANT TERM TO PRIOR (PRIORC): NO + INCLUDE CONSTANT TERM TO OMEGA (ETA) (OLNTWOPI):NO + EM OR BAYESIAN METHOD USED: IMPORTANCE SAMPLING (IMP) + MU MODELING PATTERN (MUM): + GRADIENT/GIBBS PATTERN (GRD): + AUTOMATIC SETTING FEATURE (AUTO): 0 + CONVERGENCE TYPE (CTYPE): 3 + CONVERGENCE INTERVAL (CINTERVAL): 1 + CONVERGENCE ITERATIONS (CITER): 10 + CONVERGENCE ALPHA ERROR (CALPHA): 5.000000000000000E-02 + ITERATIONS (NITER): 20 + ANNEAL SETTING (CONSTRAIN): 1 + STARTING SEED FOR MC METHODS (SEED): 3442 + MC SAMPLES PER SUBJECT (ISAMPLE): 5000 + RANDOM SAMPLING METHOD (RANMETHOD): 3UP + EXPECTATION ONLY (EONLY): 1 + PROPOSAL DENSITY SCALING RANGE + (ISCALE_MIN, ISCALE_MAX): 0.100000000000000 ,10.0000000000000 + SAMPLE ACCEPTANCE RATE (IACCEPT): 0.400000000000000 + LONG TAIL SAMPLE ACCEPT. RATE (IACCEPTL): 0.00000000000000 + T-DIST. PROPOSAL DENSITY (DF): 0 + NO. ITERATIONS FOR MAP (MAPITER): 1 + INTERVAL ITER. FOR MAP (MAPINTER): 0 + MAP COVARIANCE/MODE SETTING (MAPCOV): 1 + Gradient Quick Value (GRDQ): 0.00000000000000 + + + THE FOLLOWING LABELS ARE EQUIVALENT + PRED=PREDI + RES=RESI + WRES=WRESI + IWRS=IWRESI + IPRD=IPREDI + IRS=IRESI + + EM/BAYES SETUP: + THETAS THAT ARE MU MODELED: + 2 3 6 + THETAS THAT ARE SIGMA-LIKE: + + + MONITORING OF SEARCH: + + iteration 0 OBJ= -1733.0830101208317 eff.= 5634. Smpl.= 5000. Fit.= 0.94109 + iteration 1 OBJ= -1733.6023024422218 eff.= 1784. Smpl.= 5000. Fit.= 0.78986 + iteration 2 OBJ= -1733.6167861776003 eff.= 1907. Smpl.= 5000. Fit.= 0.80423 + iteration 3 OBJ= -1733.1070010024744 eff.= 1991. Smpl.= 5000. Fit.= 0.81200 + iteration 4 OBJ= -1733.1171935939303 eff.= 1983. Smpl.= 5000. Fit.= 0.81185 + iteration 5 OBJ= -1733.0920108656794 eff.= 2009. Smpl.= 5000. Fit.= 0.81308 + iteration 6 OBJ= -1733.1990043869491 eff.= 2003. Smpl.= 5000. Fit.= 0.81313 + iteration 7 OBJ= -1733.0840359832505 eff.= 2006. Smpl.= 5000. Fit.= 0.81301 + iteration 8 OBJ= -1733.2233625240553 eff.= 2001. Smpl.= 5000. Fit.= 0.81288 + iteration 9 OBJ= -1733.4240406850670 eff.= 2007. Smpl.= 5000. Fit.= 0.81302 + iteration 10 OBJ= -1733.1764794576686 eff.= 1997. Smpl.= 5000. Fit.= 0.81227 + iteration 11 OBJ= -1733.5464618130982 eff.= 2004. Smpl.= 5000. Fit.= 0.81294 + Convergence achieved + iteration 11 OBJ= -1732.7708156073729 eff.= 1991. Smpl.= 5000. Fit.= 0.81253 + + #TERM: + EXPECTATION ONLY PROCESS WAS COMPLETED + + + ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, + AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. + + ETABAR: 0.0000E+00 -1.4793E-03 -6.4348E-04 0.0000E+00 0.0000E+00 + SE: 0.0000E+00 4.0713E-02 4.7782E-02 0.0000E+00 0.0000E+00 + N: 0 90 90 0 0 + + P VAL.: 1.0000E+00 9.7102E-01 9.8926E-01 1.0000E+00 1.0000E+00 + + ETASHRINKSD(%) 0.0000E+00 7.3465E+00 1.0093E+01 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 0.0000E+00 1.4153E+01 1.9167E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 0.0000E+00 7.4169E+00 1.0263E+01 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 0.0000E+00 1.4284E+01 1.9472E+01 0.0000E+00 0.0000E+00 + RELATIVEINF(%) 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + EPSSHRINKSD(%) 1.2145E+01 1.0000E+02 + EPSSHRINKVR(%) 2.2814E+01 1.0000E+02 + + + TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 641 + N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1178.0791995683903 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -1732.7708156073729 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -554.69161603898260 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + TOTAL EFFECTIVE ETAS (NIND*NETA): 180 + + #TERE: + Elapsed estimation time in seconds: 31.98 + Elapsed covariance time in seconds: 129.01 +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + #OBJT:************** FINAL VALUE OF OBJECTIVE FUNCTION ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + + + + #OBJV:******************************************** -1732.771 ************************************************** +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** FINAL PARAMETER ESTIMATE ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 8.03E-01 4.32E+00 2.55E+00 5.16E+00 2.15E+00 4.43E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 1.74E-01 + + ETA3 ++ 0.00E+00 -4.79E-02 2.54E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 8.13E-02 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 4.17E-01 + + ETA3 ++ 0.00E+00 -2.28E-01 5.04E-01 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 2.85E-01 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** STANDARD ERROR OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 + + 6.42E-02 5.86E-02 9.16E-02 2.55E-01 6.48E-02 1.41E-01 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 0.00E+00 + + ETA2 ++ 0.00E+00 3.12E-02 + + ETA3 ++ 0.00E+00 2.54E-02 4.34E-02 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 5.43E-03 + + EPS2 ++ 0.00E+00 0.00E+00 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ ......... + + ETA2 ++ ......... 3.75E-02 + + ETA3 ++ ......... 1.14E-01 4.30E-02 + + ETA4 ++ ......... ......... ......... ......... + + ETA5 ++ ......... ......... ......... ......... ......... + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 9.53E-03 + + EPS2 ++ ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** COVARIANCE MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 4.12E-03 + + TH 2 ++ 2.15E-03 3.44E-03 + + TH 3 ++ -1.81E-03 -1.56E-03 8.40E-03 + + TH 4 ++ 6.52E-03 3.97E-03 -1.76E-02 6.49E-02 + + TH 5 ++ 3.03E-04 3.12E-04 -2.55E-03 1.15E-02 4.19E-03 + + TH 6 ++ 1.03E-03 1.92E-03 -1.58E-03 5.61E-03 7.44E-04 1.98E-02 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -2.90E-04 -4.38E-04 2.56E-04 -9.68E-04 -2.94E-04 -1.39E-03 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 9.75E-04 + + OM23 ++ 7.36E-05 9.90E-05 2.22E-04 6.23E-04 3.18E-04 -2.64E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.25E-04 + 6.47E-04 + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 4.79E-05 2.99E-04 -1.16E-03 2.13E-03 2.95E-04 2.23E-04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.37E-04 + -2.52E-04 0.00E+00 0.00E+00 1.88E-03 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ 8.39E-05 9.86E-05 -4.25E-05 1.51E-04 -7.25E-06 9.22E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.01E-05 + -6.09E-06 0.00E+00 0.00E+00 3.10E-05 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 2.95E-05 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** CORRELATION MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 6.42E-02 + + TH 2 ++ 5.72E-01 5.86E-02 + + TH 3 ++ -3.07E-01 -2.91E-01 9.16E-02 + + TH 4 ++ 3.99E-01 2.66E-01 -7.56E-01 2.55E-01 + + TH 5 ++ 7.30E-02 8.21E-02 -4.29E-01 6.95E-01 6.48E-02 + + TH 6 ++ 1.15E-01 2.33E-01 -1.22E-01 1.57E-01 8.18E-02 1.41E-01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ -1.45E-01 -2.39E-01 8.96E-02 -1.22E-01 -1.45E-01 -3.16E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.12E-02 + + OM23 ++ 4.50E-02 6.64E-02 9.53E-02 9.61E-02 1.93E-01 -7.38E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -2.83E-01 + 2.54E-02 + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 1.72E-02 1.18E-01 -2.93E-01 1.92E-01 1.05E-01 3.65E-02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.01E-01 + -2.28E-01 0.00E+00 0.00E+00 4.34E-02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ 2.40E-01 3.10E-01 -8.54E-02 1.09E-01 -2.06E-02 1.21E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -5.93E-02 + -4.41E-02 0.00E+00 0.00E+00 1.32E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.43E-03 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** INVERSE COVARIANCE MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + TH 1 ++ 4.52E+02 + + TH 2 ++ -2.36E+02 5.03E+02 + + TH 3 ++ -4.40E+01 7.24E+01 3.29E+02 + + TH 4 ++ -7.11E+01 2.53E+01 1.04E+02 7.38E+01 + + TH 5 ++ 1.45E+02 -2.63E+01 -7.87E+01 -1.31E+02 5.53E+02 + + TH 6 ++ 1.51E+01 -2.81E+01 -9.01E+00 -8.69E+00 7.88E+00 6.19E+01 + + OM11 ++ ......... ......... ......... ......... ......... ......... ......... + + OM12 ++ ......... ......... ......... ......... ......... ......... ......... ......... + + OM13 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM14 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM15 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + OM22 ++ 5.21E+01 7.63E+01 -3.35E+01 -3.12E+01 8.08E+01 9.50E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.36E+03 + + OM23 ++ 4.60E+01 -9.64E+01 -1.71E+02 -5.64E+01 -9.62E+01 7.47E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 5.53E+02 + 2.05E+03 + + OM24 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... + + OM25 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... + + OM33 ++ 6.88E+01 -4.28E+01 6.85E+01 -7.54E+00 -1.42E-01 1.80E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 1.53E+02 + 2.88E+02 0.00E+00 0.00E+00 6.43E+02 + + OM34 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... + + OM35 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... + + OM44 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... + +1 + + TH 1 TH 2 TH 3 TH 4 TH 5 TH 6 OM11 OM12 OM13 OM14 OM15 OM22 + OM23 OM24 OM25 OM33 OM34 OM35 OM44 OM45 OM55 SG11 SG12 SG22 + + + OM45 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... + + OM55 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG11 ++ -2.51E+02 -9.02E+02 -2.85E+02 -1.31E+02 3.57E+02 -8.03E+01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 -1.51E+02 + 2.86E+02 0.00E+00 0.00E+00 -5.36E+02 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 3.88E+04 + + SG12 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + + SG22 ++ ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... ......... + +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** OBJECTIVE FUNCTION EVALUATION BY IMPORTANCE SAMPLING ******************** + ******************** EIGENVALUES OF COR MATRIX OF ESTIMATE (RSR) ******************** + ******************** ******************** + ************************************************************************************************************************ + + + 1 2 3 4 5 6 7 8 9 10 + + 1.29E-01 4.01E-01 4.29E-01 4.81E-01 7.73E-01 8.71E-01 1.11E+00 1.40E+00 1.52E+00 2.89E+00 + + Elapsed postprocess time in seconds: 0.04 + Elapsed finaloutput time in seconds: 0.02 + #CPUT: Total CPU Time in Seconds, 182.264 +Stop Time: +Fri Jul 26 06:24:19 PM EDT 2024 diff --git a/inst/examples/nonmem/xgxr133.mod b/inst/examples/nonmem/xgxr133.mod new file mode 100644 index 00000000..d4db328f --- /dev/null +++ b/inst/examples/nonmem/xgxr133.mod @@ -0,0 +1,72 @@ +$PROBLEM 031 SAEM + +;; $INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY +;; BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB eff0 +$INPUT ROW ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY AGE BLQ CYCLE +DOSE MALEN PART PROFDAY PROFTIME WEIGHTB + +$DATA ../data/xgxr2covs.csv IGNORE=@ IGNORE=(FLAG.NE.0) IGNORE(DOSE.LT.30) + +$SUBROUTINE ADVAN4 TRANS4 + +$PK +LTVKA=THETA(1) +LTVV2=THETA(2) +LTVCL=THETA(3) +LTVV3=THETA(4) +LTVQ=THETA(5) + +MU_1=LTVKA +KA=EXP(MU_1+ETA(1)) +MU_2=LTVV2 +V2=EXP(MU_2+ETA(2)) +AGEEFF = THETA(6) +MU_3=LTVCL+ AGEEFF * LOG(AGE/54) +CL=EXP(MU_3+ETA(3)) +MU_4=LTVV3 +V3=EXP(MU_4+ETA(4)) +MU_5 = LTVQ +Q =EXP(MU_5+ETA(5)) +S2=V2 + +$ERROR + IPRED=F + IRES=DV-IPRED + + IF (IPRED.GT.1) THEN + W = SQRT(IPRED**2*SIGMA(1,1) + SIGMA(2,2)) + ELSE + W=1 + ENDIF + + IWRES=IRES/W + Y=F+F*ERR(1)+ERR(2) + +;-----------------------INITIAL ESTIMATES--------------------------------- +$THETA (.1) ; 1 : LTVKA ; Absorption rate [1/h] ; log +$THETA (3) ; 2 : LTVV2 ; Central volume [L] ; log +$THETA (1) ; 3 : LTVCL ; Clearance [L/h] ; log +$THETA (4) ; 4 : LTVV3 ; Peripheral volume [L] ; log +$THETA (-1) ; 5 : LTVQ ; Intercomparmental clearance [L/h] ; log +$THETA .1 ; 6 : AGEEFF ; Age effect on clearance []; log + +$OMEGA 0 FIX ; 1 : BSV.KA ; KA Between-subject variability +$OMEGA BLOCK(2) +0.1 ; 2 : BSV.V2 ; V2 Between-subject variability + 0.01 ; 2-3 : Cov.BSV.V2-CL ; V2 Between-subject variability + 0.1 ; 3 : BSV.CL ; CL Between-subject variability +$OMEGA 0 FIX ; 4 : BSV.V3 ; V3 Between-subject variability +$OMEGA 0 FIX ; 5 : BSV.Q ; Q Between-subject variability + +$SIGMA 0.1 ; SigP - Prop err +$SIGMA 0 FIX ; SigA - Add err + + +$ESTIMATION METHOD=SAEM INTERACTION NOABORT NBURN=1000 NITER=1000 CTYPE=3 MAX=99999 NSIG=3 SEED=3442 PRINT=10 RANMETHOD=P MSFO=xgxr133.msf + +$ESTIMATION METHOD=IMP INTERACTION EONLY=1 NITER=20 PRINT=1 ISAMPLE=5000 RANMETHOD=P + +$COV PRINT=E + +$TABLE ROW KA V2 V3 CL Q PRED IPRED Y NOPRINT FILE=xgxr133_res.txt +$TABLE ETAS(1:LAST) NOAPPEND NOPRINT FILE=xgxr133_etas.txt diff --git a/inst/examples/nonmem/xgxr133.shk b/inst/examples/nonmem/xgxr133.shk new file mode 100644 index 00000000..2cd2f151 --- /dev/null +++ b/inst/examples/nonmem/xgxr133.shk @@ -0,0 +1,26 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 +TYPE SUBPOP ETA(1) ETA(2) ETA(3) ETA(4) ETA(5) + 1 1 0.00000E+00 -3.18353E-06 1.74931E-05 0.00000E+00 0.00000E+00 + 2 1 0.00000E+00 4.07092E-02 4.76983E-02 0.00000E+00 0.00000E+00 + 3 1 1.00000E+00 9.99938E-01 9.99707E-01 1.00000E+00 1.00000E+00 + 4 1 0.00000E+00 7.35572E+00 1.02505E+01 0.00000E+00 0.00000E+00 + 5 1 1.20841E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 6 1 0.00000E+00 7.35249E+00 1.02564E+01 0.00000E+00 0.00000E+00 + 7 1 0.00000E+00 9.00000E+01 9.00000E+01 0.00000E+00 0.00000E+00 + 8 1 0.00000E+00 1.41704E+01 1.94502E+01 0.00000E+00 0.00000E+00 + 9 1 0.00000E+00 1.41644E+01 1.94609E+01 0.00000E+00 0.00000E+00 + 10 1 2.27080E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 11 1 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 +TABLE NO. 2: Objective Function Evaluation by Importance Sampling: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 +TYPE SUBPOP ETA(1) ETA(2) ETA(3) ETA(4) ETA(5) + 1 1 0.00000E+00 -1.47925E-03 -6.43477E-04 0.00000E+00 0.00000E+00 + 2 1 0.00000E+00 4.07132E-02 4.77823E-02 0.00000E+00 0.00000E+00 + 3 1 1.00000E+00 9.71016E-01 9.89255E-01 1.00000E+00 1.00000E+00 + 4 1 0.00000E+00 7.34649E+00 1.00926E+01 0.00000E+00 0.00000E+00 + 5 1 1.21447E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 6 1 0.00000E+00 7.41685E+00 1.02626E+01 0.00000E+00 0.00000E+00 + 7 1 0.00000E+00 9.00000E+01 9.00000E+01 0.00000E+00 0.00000E+00 + 8 1 0.00000E+00 1.41533E+01 1.91665E+01 0.00000E+00 0.00000E+00 + 9 1 0.00000E+00 1.42836E+01 1.94720E+01 0.00000E+00 0.00000E+00 + 10 1 2.28144E+01 1.00000E+02 0.00000E+00 0.00000E+00 0.00000E+00 + 11 1 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 diff --git a/tests/testthat/testData/nonmem/xgxr018.ext b/tests/testthat/testData/nonmem/xgxr018.ext index 1cdb2d7a..cd98dda4 100644 --- a/tests/testthat/testData/nonmem/xgxr018.ext +++ b/tests/testthat/testData/nonmem/xgxr018.ext @@ -1,13 +1,11 @@ TABLE NO. 1: First Order Conditional Estimation with Interaction: Goal Function=MINIMUM VALUE OF OBJECTIVE FUNCTION: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 ITERATION THETA1 THETA2 THETA3 THETA4 THETA5 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) OBJ - 0 9.00000E-01 4.20000E+00 3.60000E+00 5.81000E+00 3.44000E+00 2.00000E-01 0.00000E+00 2.00000E-01 1.00000E-01 0.00000E+00 1.00000E-01 0.00000E+00 0.00000E+00 1.00000E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3516.4431139555363 - 10 1.55436E-01 2.66756E-01 6.71638E+00 1.34873E+00 9.92935E+01 3.09358E-01 0.00000E+00 2.60872E-03 4.10557E-02 0.00000E+00 9.17980E-02 0.00000E+00 0.00000E+00 7.86386E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1627.9920332767449 - 20 1.76648E-01 4.20000E-02 7.15024E-01 1.71101E-01 5.49437E+02 1.10110E-01 0.00000E+00 1.31583E-03 1.81514E-01 0.00000E+00 8.14091E-02 0.00000E+00 0.00000E+00 3.64331E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1948.5917421346710 - 30 1.81307E-01 4.20000E-02 7.24727E-01 1.78566E-01 5.93977E+03 1.05897E-01 0.00000E+00 1.39363E-03 2.10019E-01 0.00000E+00 1.21236E-01 0.00000E+00 0.00000E+00 4.71800E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5266144759369 - 40 1.81213E-01 4.20000E-02 7.24668E-01 1.78622E-01 1.94740E+04 1.05944E-01 0.00000E+00 1.39502E-03 2.10111E-01 0.00000E+00 1.21579E-01 0.00000E+00 0.00000E+00 2.58467E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5379311717293 - 50 1.81196E-01 4.20000E-02 7.24569E-01 1.78477E-01 2.30745E+06 1.05902E-01 0.00000E+00 1.39280E-03 2.09981E-01 0.00000E+00 1.21443E-01 0.00000E+00 0.00000E+00 1.69050E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5428028214183 - 52 1.81196E-01 4.20000E-02 7.24569E-01 1.78477E-01 2.30745E+06 1.05902E-01 0.00000E+00 1.39280E-03 2.09981E-01 0.00000E+00 1.21443E-01 0.00000E+00 0.00000E+00 1.69050E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5428028214183 - -1000000000 1.81196E-01 4.20000E-02 7.24569E-01 1.78477E-01 2.30745E+06 1.05902E-01 0.00000E+00 1.39280E-03 2.09981E-01 0.00000E+00 1.21443E-01 0.00000E+00 0.00000E+00 1.69050E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5428028214183 - -1000000004 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.25425E-01 0.00000E+00 3.73202E-02 4.58237E-01 0.00000E+00 3.48487E-01 0.00000E+00 0.00000E+00 1.30019E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 + 0 9.00000E-01 4.20000E+00 3.60000E+00 5.81000E+00 3.44000E+00 2.00000E-01 0.00000E+00 2.00000E-01 1.00000E-01 0.00000E+00 1.00000E-01 0.00000E+00 0.00000E+00 1.00000E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3516.4431141680311 + 10 1.55432E-01 2.66790E-01 6.71750E+00 1.34873E+00 9.92716E+01 3.09372E-01 0.00000E+00 2.60879E-03 4.10567E-02 0.00000E+00 9.17783E-02 0.00000E+00 0.00000E+00 7.86546E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1627.9700984819528 + 20 1.78253E-01 4.20000E-02 7.01707E-01 1.72332E-01 5.54076E+02 1.11988E-01 0.00000E+00 1.29366E-03 1.85540E-01 0.00000E+00 8.12519E-02 0.00000E+00 0.00000E+00 3.40314E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1948.4706158478384 + 30 1.81390E-01 4.20000E-02 7.24682E-01 1.78580E-01 8.41406E+03 1.05848E-01 0.00000E+00 1.39608E-03 2.10682E-01 0.00000E+00 1.21775E-01 0.00000E+00 0.00000E+00 2.35851E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5359076653692 + 37 1.81227E-01 4.20000E-02 7.24813E-01 1.78642E-01 1.07319E+04 1.05947E-01 0.00000E+00 1.39510E-03 2.10129E-01 0.00000E+00 1.21475E-01 0.00000E+00 0.00000E+00 2.16367E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5378563425709 + -1000000000 1.81227E-01 4.20000E-02 7.24813E-01 1.78642E-01 1.07319E+04 1.05947E-01 0.00000E+00 1.39510E-03 2.10129E-01 0.00000E+00 1.21475E-01 0.00000E+00 0.00000E+00 2.16367E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1951.5378563425709 + -1000000004 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 3.25496E-01 0.00000E+00 3.73510E-02 4.58398E-01 0.00000E+00 3.48533E-01 0.00000E+00 0.00000E+00 1.47094E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 -1000000006 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.00000E+00 0.00000E+00 0.00000E+00 1.00000E+00 0.00000E+00 1.00000E+00 1.00000E+00 0.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 0.0000000000000000 -1000000007 0.00000E+00 3.70000E+01 4.00000E+01 4.40000E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 diff --git a/tests/testthat/testData/nonmem/xgxr018.lst b/tests/testthat/testData/nonmem/xgxr018.lst index 07fd3520..f6db8bbc 100644 --- a/tests/testthat/testData/nonmem/xgxr018.lst +++ b/tests/testthat/testData/nonmem/xgxr018.lst @@ -1,10 +1,14 @@ -Sun May 15 22:24:37 EDT 2022 +Sat Jul 27 04:52:22 PM EDT 2024 $PROBLEM PK. Test of multiple output table formats + ;@ Variables 16/20 @; -$INPUT ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY BLQ CYCLE DOSE - PART PROFDAY PROFTIME WEIGHTB EFF0 +$INPUT ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY BLQ +CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB EFF0 + $DATA xgxr4.csv IGNORE=@ IGNORE=(FLAG.NE.0) + $SUBROUTINE ADVAN4 TRANS4 + $PK KA=THETA(1)*EXP(ETA(1)) V2=THETA(2)*EXP(ETA(2)) @@ -26,24 +30,6224 @@ $ERROR Y=F+F*ERR(1)+ERR(2) ;-----------------------INITIAL ESTIMATES--------------------------------- -$THETA (0,0.9) ; POPKA -$THETA (0,4.2) ; POPCL -$THETA (0,3.6) ; POPV2 -$THETA (0,5.81) ; POPV3 -$THETA (0,3.44) ; POPQ -$OMEGA 0.1 -$OMEGA 0.1 -$OMEGA 0.1 -$OMEGA 0 FIX -$OMEGA 0 FIX -$SIGMA .2 -$SIGMA .2 -$ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 PRINT=10 - NOABORT +$THETA (0,0.9) ; POPKA +$THETA (0,4.2) ; POPCL +$THETA (0,3.6) ; POPV2 +$THETA (0,5.81) ; POPV3 +$THETA (0,3.44) ; POPQ + +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0.1 +$OMEGA 0 FIX +$OMEGA 0 FIX + +$SIGMA .2 +$SIGMA .2 + +$ESTIMATION METHOD=1 POSTHOC INTER MAXEVAL=9999 NSIG=2 SIGL=9 + PRINT=10 NOABORT + + ;@ Pred Variables 8/20 @; -$TABLE KA Q FILE=xgxr018_res.txt -$TABLE ID V2 V3 FORMAT=tF13.4 FILE=xgxr018_res_vols.txt -$TABLE ID CL FIRSTONLY FORMAT=,1PE15.8 FILE=xgxr018_res_fo.txt - NOPRINT NOAPPEND ONEHEADER +$TABLE KA Q FILE=xgxr018_res.txt + +$TABLE ID V2 V3 FORMAT=tF13.4 FILE=xgxr018_res_vols.txt + +$TABLE ID CL FIRSTONLY FORMAT=,1PE15.8 FILE=xgxr018_res_fo.txt + NOPRINT NOAPPEND ONEHEADER + +NM-TRAN MESSAGES + + WARNINGS AND ERRORS (IF ANY) FOR PROBLEM 1 + + (WARNING 2) NM-TRAN INFERS THAT THE DATA ARE POPULATION. + + (WARNING 23) $PK DOES NOT DEFINE A SCALE PARAMETER FOR THE CENTRAL + COMPARTMENT. WITH THIS TRANS, IT MAY NOT BE POSSIBLE TO SEPARATELY + OBTAIN ESTIMATES OF PARAMETERS AFFECTING CLEARANCE AND VOLUME. + + (WARNING 79) SIGMA IS USED ON THE RIGHT. WITH A SUBSEQUENT RUN, IF AN + INITIAL ESTIMATE OF A DIAGONAL BLOCK OF SIGMA IS TO BE COMPUTED BY + NONMEM, THAT BLOCK WILL BE SET TO AN IDENTITY MATRIX DURING THAT + COMPUTATION. THIS COULD LEAD TO AN ARITHMETIC EXCEPTION.* + + * THE MAXIMUM NUMBER OF WARNINGS OF ONE OR MORE TYPES WAS REACHED. + IT IS POSSIBLE THAT SOME WARNING MESSAGES WERE SUPPRESSED. + +Note: Analytical 2nd Derivatives are constructed in FSUBS but are never used. + You may insert $ABBR DERIV2=NO after the first $PROB to save FSUBS construction and compilation time + + +License Registered to: Philip Harder Delff for developing R packages that Interact with NONMEM +Expiration Date: 14 SEP 2024 +Current Date: 27 JUL 2024 +Days until program expires : 47 +1NONLINEAR MIXED EFFECTS MODEL PROGRAM (NONMEM) VERSION 7.5.1 + ORIGINALLY DEVELOPED BY STUART BEAL, LEWIS SHEINER, AND ALISON BOECKMANN + CURRENT DEVELOPERS ARE ROBERT BAUER, ICON DEVELOPMENT SOLUTIONS, + AND ALISON BOECKMANN. IMPLEMENTATION, EFFICIENCY, AND STANDARDIZATION + PERFORMED BY NOUS INFOSYSTEMS. + + PROBLEM NO.: 1 + PK. Test of multiple output table formats +0DATA CHECKOUT RUN: NO + DATA SET LOCATED ON UNIT NO.: 2 + THIS UNIT TO BE REWOUND: NO + NO. OF DATA RECS IN DATA SET: 905 + NO. OF DATA ITEMS IN DATA SET: 18 + ID DATA ITEM IS DATA ITEM NO.: 1 + DEP VARIABLE IS DATA ITEM NO.: 7 + MDV DATA ITEM IS DATA ITEM NO.: 18 +0INDICES PASSED TO SUBROUTINE PRED: + 4 3 6 0 0 0 5 0 0 0 0 +0LABELS FOR DATA ITEMS: + ID NOMTIME TIME EVID CMT AMT DV FLAG STUDY BLQ CYCLE DOSE PART PROFDAY PROFTIME WEIGHTB EFF0 MDV +0(NONBLANK) LABELS FOR PRED-DEFINED ITEMS: + KA V2 CL V3 Q +0FORMAT FOR DATA: + (E4.0,E5.0,E9.0,2E2.0,E4.0,E9.0,4E2.0,E4.0,2E2.0,E5.0,2E7.0,1F2.0) + + TOT. NO. OF OBS RECS: 755 + TOT. NO. OF INDIVIDUALS: 150 +0LENGTH OF THETA: 5 +0DEFAULT THETA BOUNDARY TEST OMITTED: NO +0OMEGA HAS BLOCK FORM: + 1 + 0 2 + 0 0 3 + 0 0 0 4 + 0 0 0 0 5 +0DEFAULT OMEGA BOUNDARY TEST OMITTED: NO +0SIGMA HAS SIMPLE DIAGONAL FORM WITH DIMENSION: 2 +0DEFAULT SIGMA BOUNDARY TEST OMITTED: NO +0INITIAL ESTIMATE OF THETA: + LOWER BOUND INITIAL EST UPPER BOUND + 0.0000E+00 0.9000E+00 0.1000E+07 + 0.0000E+00 0.4200E+01 0.1000E+07 + 0.0000E+00 0.3600E+01 0.1000E+07 + 0.0000E+00 0.5810E+01 0.1000E+07 + 0.0000E+00 0.3440E+01 0.1000E+07 +0INITIAL ESTIMATE OF OMEGA: + BLOCK SET NO. BLOCK FIXED + 1 NO + 0.1000E+00 + 2 NO + 0.1000E+00 + 3 NO + 0.1000E+00 + 4 YES + 0.0000E+00 + 5 YES + 0.0000E+00 +0INITIAL ESTIMATE OF SIGMA: + 0.2000E+00 + 0.0000E+00 0.2000E+00 +0TABLES STEP OMITTED: NO + NO. OF TABLES: 3 + SEED NUMBER (SEED): 11456 + NPDTYPE: 0 + INTERPTYPE: 0 + RANMETHOD: 3U + MC SAMPLES (ESAMPLE): 300 + WRES SQUARE ROOT TYPE (WRESCHOL): EIGENVALUE +0-- TABLE 1 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: YES + PRINTED: YES + FOR TABLE FILE, + HEADERS: YES + FILE TO BE FORWARDED: NO + FORMAT: S1PE11.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + KA Q +0-- TABLE 2 -- +0RECORDS ONLY: ALL +04 COLUMNS APPENDED: YES + PRINTED: YES + FOR TABLE FILE, + HEADERS: YES + FILE TO BE FORWARDED: NO + FORMAT: tF13.4 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ID V2 V3 +0-- TABLE 3 -- +0RECORDS ONLY: FIRSTONLY +04 COLUMNS APPENDED: NO + PRINTED: NO + HEADERS: ONE + FILE TO BE FORWARDED: NO + FORMAT: ,1PE15.8 + IDFORMAT: + LFORMAT: + RFORMAT: + FIXED_EFFECT_ETAS: +0USER-CHOSEN ITEMS: + ID CL +1DOUBLE PRECISION PREDPP VERSION 7.5.1 + + TWO COMPARTMENT MODEL WITH FIRST-ORDER ABSORPTION (ADVAN4) +0MAXIMUM NO. OF BASIC PK PARAMETERS: 5 +0BASIC PK PARAMETERS (AFTER TRANSLATION): + BASIC PK PARAMETER NO. 1: ELIMINATION RATE (K) + BASIC PK PARAMETER NO. 2: CENTRAL-TO-PERIPH. RATE (K23) + BASIC PK PARAMETER NO. 3: PERIPH.-TO-CENTRAL RATE (K32) + BASIC PK PARAMETER NO. 5: ABSORPTION RATE (KA) + TRANSLATOR WILL CONVERT PARAMETERS + CL, V2, Q, V3 TO K, K23, K32 (TRANS4) +0COMPARTMENT ATTRIBUTES + COMPT. NO. FUNCTION INITIAL ON/OFF DOSE DEFAULT DEFAULT + STATUS ALLOWED ALLOWED FOR DOSE FOR OBS. + 1 DEPOT OFF YES YES YES NO + 2 CENTRAL ON NO YES NO YES + 3 PERIPH. ON NO YES NO NO + 4 OUTPUT OFF YES NO NO NO +1 + ADDITIONAL PK PARAMETERS - ASSIGNMENT OF ROWS IN GG + COMPT. NO. INDICES + SCALE BIOAVAIL. ZERO-ORDER ZERO-ORDER ABSORB + FRACTION RATE DURATION LAG + 1 * * * * * + 2 * * * * * + 3 * * * * * + 4 * - - - - + - PARAMETER IS NOT ALLOWED FOR THIS MODEL + * PARAMETER IS NOT SUPPLIED BY PK SUBROUTINE; + WILL DEFAULT TO ONE IF APPLICABLE +0DATA ITEM INDICES USED BY PRED ARE: + EVENT ID DATA ITEM IS DATA ITEM NO.: 4 + TIME DATA ITEM IS DATA ITEM NO.: 3 + DOSE AMOUNT DATA ITEM IS DATA ITEM NO.: 6 + COMPT. NO. DATA ITEM IS DATA ITEM NO.: 5 + +0PK SUBROUTINE CALLED WITH EVERY EVENT RECORD. + PK SUBROUTINE NOT CALLED AT NONEVENT (ADDITIONAL OR LAGGED) DOSE TIMES. +0ERROR SUBROUTINE CALLED WITH EVERY EVENT RECORD. +1 + + + #TBLN: 1 + #METH: First Order Conditional Estimation with Interaction + + ESTIMATION STEP OMITTED: NO + ANALYSIS TYPE: POPULATION + NUMBER OF SADDLE POINT RESET ITERATIONS: 0 + GRADIENT METHOD USED: NOSLOW + CONDITIONAL ESTIMATES USED: YES + CENTERED ETA: NO + EPS-ETA INTERACTION: YES + LAPLACIAN OBJ. FUNC.: NO + NO. OF FUNCT. EVALS. ALLOWED: 9999 + NO. OF SIG. FIGURES REQUIRED: 2 + INTERMEDIATE PRINTOUT: YES + ESTIMATE OUTPUT TO MSF: NO + ABORT WITH PRED EXIT CODE 1: NO + IND. OBJ. FUNC. VALUES SORTED: NO + NUMERICAL DERIVATIVE + FILE REQUEST (NUMDER): NONE + MAP (ETAHAT) ESTIMATION METHOD (OPTMAP): 0 + ETA HESSIAN EVALUATION METHOD (ETADER): 0 + INITIAL ETA FOR MAP ESTIMATION (MCETA): 0 + SIGDIGITS FOR MAP ESTIMATION (SIGLO): 9 + GRADIENT SIGDIGITS OF + FIXED EFFECTS PARAMETERS (SIGL): 9 + NOPRIOR SETTING (NOPRIOR): 0 + NOCOV SETTING (NOCOV): OFF + DERCONT SETTING (DERCONT): OFF + FINAL ETA RE-EVALUATION (FNLETA): 1 + EXCLUDE NON-INFLUENTIAL (NON-INFL.) ETAS + IN SHRINKAGE (ETASTYPE): NO + NON-INFL. ETA CORRECTION (NONINFETA): 0 + RAW OUTPUT FILE (FILE): xgxr018.ext + EXCLUDE TITLE (NOTITLE): NO + EXCLUDE COLUMN LABELS (NOLABEL): NO + FORMAT FOR ADDITIONAL FILES (FORMAT): S1PE12.5 + PARAMETER ORDER FOR OUTPUTS (ORDER): TSOL + KNUTHSUMOFF: 0 + INCLUDE LNTWOPI: NO + INCLUDE CONSTANT TERM TO PRIOR (PRIORC): NO + INCLUDE CONSTANT TERM TO OMEGA (ETA) (OLNTWOPI):NO + ADDITIONAL CONVERGENCE TEST (CTYPE=4)?: NO + EM OR BAYESIAN METHOD USED: NONE + + + THE FOLLOWING LABELS ARE EQUIVALENT + PRED=PREDI + RES=RESI + WRES=WRESI + IWRS=IWRESI + IPRD=IPREDI + IRS=IRESI + + MONITORING OF SEARCH: + + +0ITERATION NO.: 0 OBJECTIVE VALUE: 3516.44311416803 NO. OF FUNC. EVALS.: 9 + CUMULATIVE NO. OF FUNC. EVALS.: 9 + NPARAMETR: 9.0000E-01 4.2000E+00 3.6000E+00 5.8100E+00 3.4400E+00 1.0000E-01 1.0000E-01 1.0000E-01 2.0000E-01 2.0000E-01 + + PARAMETER: 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 1.0000E-01 + + GRADIENT: 2.8583E+02 1.6750E+03 -1.5241E+03 -1.4331E+02 -7.5533E+00 1.4192E+00 -1.0946E+03 -9.6534E+02 -2.1379E+03 6.5453E+01 + + +0ITERATION NO.: 10 OBJECTIVE VALUE: -1627.97009848195 NO. OF FUNC. EVALS.: 105 + CUMULATIVE NO. OF FUNC. EVALS.: 114 + NPARAMETR: 1.5543E-01 2.6679E-01 6.7175E+00 1.3487E+00 9.9272E+01 4.1057E-02 9.1778E-02 7.8655E-01 3.0937E-01 2.6088E-03 + + PARAMETER: -1.6562E+00 -2.6564E+00 7.2378E-01 -1.3604E+00 3.4624E+00 -3.4511E-01 5.7103E-02 1.1312E+00 3.1811E-01 -2.0697E+00 + + GRADIENT: -9.1901E+01 -1.2417E+02 8.0114E+01 4.7596E+01 -3.2233E+00 -6.5653E+01 1.1877E+01 1.4543E+02 3.2070E+02 1.0443E+02 + + +0ITERATION NO.: 20 OBJECTIVE VALUE: -1948.47061584784 NO. OF FUNC. EVALS.: 105 + CUMULATIVE NO. OF FUNC. EVALS.: 219 + NPARAMETR: 1.7825E-01 4.2000E-02 7.0171E-01 1.7233E-01 5.5408E+02 1.8554E-01 8.1252E-02 3.4031E-02 1.1199E-01 1.2937E-03 + + PARAMETER: -1.5192E+00 -4.6627E+00 -1.5352E+00 -3.4179E+00 5.1818E+00 4.0905E-01 -3.8081E-03 -4.3894E-01 -1.8996E-01 -2.4204E+00 + + GRADIENT: 1.6037E+01 0.0000E+00 -2.9104E+01 2.3884E+00 -3.7901E-02 -2.0895E+00 -4.6448E+00 5.5434E+00 1.2662E+01 -1.1312E+00 + + +0ITERATION NO.: 30 OBJECTIVE VALUE: -1951.53590766537 NO. OF FUNC. EVALS.: 101 + CUMULATIVE NO. OF FUNC. EVALS.: 320 + NPARAMETR: 1.8139E-01 4.2000E-02 7.2468E-01 1.7858E-01 8.4141E+03 2.1068E-01 1.2177E-01 2.3585E-04 1.0585E-01 1.3961E-03 + + PARAMETER: -1.5017E+00 -4.5062E+00 -1.5030E+00 -3.3823E+00 7.9022E+00 4.7259E-01 1.9850E-01 -2.9249E+00 -2.1815E-01 -2.3823E+00 + + GRADIENT: 5.8752E-01 0.0000E+00 -2.6290E-01 -1.8279E-01 -4.4591E-03 2.2842E-01 2.2496E-01 1.5960E-02 1.5529E-01 1.7802E-01 + + +0ITERATION NO.: 37 OBJECTIVE VALUE: -1951.53785634257 NO. OF FUNC. EVALS.: 134 + CUMULATIVE NO. OF FUNC. EVALS.: 454 + NPARAMETR: 1.8123E-01 4.2000E-02 7.2481E-01 1.7864E-01 1.0732E+04 2.1013E-01 1.2148E-01 2.1637E-04 1.0595E-01 1.3951E-03 + + PARAMETER: -1.5026E+00 -4.5142E+00 -1.5028E+00 -3.3820E+00 8.1455E+00 4.7128E-01 1.9727E-01 -2.9680E+00 -2.1769E-01 -2.3827E+00 + + GRADIENT: -2.6234E-01 0.0000E+00 -2.3642E-01 1.3309E-01 -3.4624E-03 -1.1673E-02 -2.9772E-02 1.4095E-02 2.9457E-01 1.4536E-01 + + + #TERM: +0MINIMIZATION SUCCESSFUL + NO. OF FUNCTION EVALUATIONS USED: 454 + NO. OF SIG. DIGITS IN FINAL EST.: 2.1 +0PARAMETER ESTIMATE IS NEAR ITS BOUNDARY + THIS MUST BE ADDRESSED BEFORE THE COVARIANCE STEP CAN BE IMPLEMENTED + + ETABAR IS THE ARITHMETIC MEAN OF THE ETA-ESTIMATES, + AND THE P-VALUE IS GIVEN FOR THE NULL HYPOTHESIS THAT THE TRUE MEAN IS 0. + + ETABAR: 1.0063E-02 6.9481E-03 -1.5906E-05 0.0000E+00 0.0000E+00 + SE: 3.2599E-02 2.3965E-02 4.7284E-05 0.0000E+00 0.0000E+00 + N: 131 131 131 131 131 + + P VAL.: 7.5754E-01 7.7188E-01 7.3657E-01 1.0000E+00 1.0000E+00 + + ETASHRINKSD(%) 1.8606E+01 2.1300E+01 9.6321E+01 0.0000E+00 0.0000E+00 + ETASHRINKVR(%) 3.3750E+01 3.8063E+01 9.9865E+01 0.0000E+00 0.0000E+00 + EBVSHRINKSD(%) 1.9011E+01 2.1435E+01 9.6243E+01 0.0000E+00 0.0000E+00 + EBVSHRINKVR(%) 3.4409E+01 3.8276E+01 9.9859E+01 0.0000E+00 0.0000E+00 + RELATIVEINF(%) 5.6894E+01 1.5090E+01 3.6830E-02 0.0000E+00 0.0000E+00 + EPSSHRINKSD(%) 1.0792E+01 1.0792E+01 + EPSSHRINKVR(%) 2.0419E+01 2.0419E+01 + + + TOTAL DATA POINTS NORMALLY DISTRIBUTED (N): 755 + N*LOG(2PI) CONSTANT TO OBJECTIVE FUNCTION: 1387.5971851390557 + OBJECTIVE FUNCTION VALUE WITHOUT CONSTANT: -1951.5378563425709 + OBJECTIVE FUNCTION VALUE WITH CONSTANT: -563.94067120351519 + REPORTED OBJECTIVE FUNCTION DOES NOT CONTAIN CONSTANT + + TOTAL EFFECTIVE ETAS (NIND*NETA): 393 + + #TERE: + Elapsed estimation time in seconds: 5.29 + Elapsed postprocess time in seconds: 0.04 +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION ******************** + #OBJT:************** MINIMUM VALUE OF OBJECTIVE FUNCTION ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + + + + #OBJV:******************************************** -1951.538 ************************************************** +1 + ************************************************************************************************************************ + ******************** ******************** + ******************** FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION ******************** + ******************** FINAL PARAMETER ESTIMATE ******************** + ******************** ******************** + ************************************************************************************************************************ + + + + THETA - VECTOR OF FIXED EFFECTS PARAMETERS ********* + + + TH 1 TH 2 TH 3 TH 4 TH 5 + + 1.81E-01 4.20E-02 7.25E-01 1.79E-01 1.07E+04 + + + + OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS ******** + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 2.10E-01 + + ETA2 ++ 0.00E+00 1.21E-01 + + ETA3 ++ 0.00E+00 0.00E+00 2.16E-04 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS **** + + + EPS1 EPS2 + + EPS1 ++ 1.06E-01 + + EPS2 ++ 0.00E+00 1.40E-03 + +1 + + + OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS ******* + + + ETA1 ETA2 ETA3 ETA4 ETA5 + + ETA1 ++ 4.58E-01 + + ETA2 ++ 0.00E+00 3.49E-01 + + ETA3 ++ 0.00E+00 0.00E+00 1.47E-02 + + ETA4 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + ETA5 ++ 0.00E+00 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + + + SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS *** + + + EPS1 EPS2 + + EPS1 ++ 3.25E-01 + + EPS2 ++ 0.00E+00 3.74E-02 + +1 + + + + + + + + + + + + + + + + + + + + + ************************************************************************************************************************ + ******************** ******************** + ******************** FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION ******************** + ******************** TABLES OF DATA AND PREDICTIONS ******************** + ******************** ******************** + ************************************************************************************************************************ + +1TABLE NO. 1 + + + + LINE NO.KA Q DV PRED RES WRES + + 1 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 2 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 3 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 4 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 5 ++ 2.01E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 6 ++ 2.01E-01 1.07E+04 5.95E-02 2.66E-02 3.30E-02 8.03E-01 + + 7 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 8 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 9 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 10 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 11 ++ 1.99E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 12 ++ 1.99E-01 1.07E+04 5.77E-02 2.65E-02 3.12E-02 7.60E-01 + + 13 ++ 1.98E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 14 ++ 1.98E-01 1.07E+04 5.34E-02 2.51E-02 2.83E-02 6.95E-01 + + 15 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 16 ++ 2.10E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 17 ++ 2.10E-01 1.07E+04 7.01E-02 2.64E-02 4.37E-02 1.06E+00 + + 18 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 19 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 20 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 21 ++ 1.94E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 22 ++ 1.94E-01 1.07E+04 5.30E-02 2.37E-02 2.93E-02 7.34E-01 + + 23 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 24 ++ 1.93E-01 1.07E+04 5.42E-02 2.25E-02 3.17E-02 7.98E-01 + + 25 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 26 ++ 1.99E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 27 ++ 1.99E-01 1.07E+04 5.54E-02 2.47E-02 3.08E-02 7.56E-01 + + 28 ++ 2.33E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 29 ++ 2.33E-01 1.07E+04 6.18E-02 2.66E-02 3.52E-02 7.84E-01 + + 30 ++ 2.33E-01 1.07E+04 8.72E-02 2.34E-02 6.38E-02 1.56E+00 + + 31 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 32 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 33 ++ 1.98E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 34 ++ 1.98E-01 1.07E+04 6.11E-02 2.33E-02 3.78E-02 9.49E-01 + + 35 ++ 1.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 36 ++ 1.97E-01 1.07E+04 5.89E-02 2.34E-02 3.54E-02 8.88E-01 + + 37 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 38 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 39 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 40 ++ 2.36E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 41 ++ 2.36E-01 1.07E+04 6.52E-02 2.65E-02 3.86E-02 8.69E-01 + + 42 ++ 2.36E-01 1.07E+04 8.55E-02 2.37E-02 6.18E-02 1.51E+00 + + 43 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 44 ++ 2.26E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 45 ++ 2.26E-01 1.07E+04 6.33E-02 3.32E-02 3.01E-02 4.96E-01 + + 46 ++ 2.26E-01 1.07E+04 7.37E-02 7.95E-02 -5.77E-03 -6.28E-01 + + 47 ++ 2.26E-01 1.07E+04 1.90E-01 8.86E-02 1.01E-01 1.51E+00 + + 48 ++ 2.26E-01 1.07E+04 1.33E-01 8.05E-02 5.26E-02 6.42E-01 + + 49 ++ 1.83E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 50 ++ 1.83E-01 1.07E+04 9.72E-02 8.28E-02 1.43E-02 1.92E-01 + + 51 ++ 1.83E-01 1.07E+04 8.45E-02 8.76E-02 -3.18E-03 -1.70E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 52 ++ 1.83E-01 1.07E+04 9.98E-02 7.69E-02 2.29E-02 4.01E-01 + + 53 ++ 1.58E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 54 ++ 1.58E-01 1.07E+04 7.56E-02 8.45E-02 -8.96E-03 -2.61E-02 + + 55 ++ 1.58E-01 1.07E+04 6.27E-02 8.83E-02 -2.57E-02 -3.61E-01 + + 56 ++ 1.58E-01 1.07E+04 6.35E-02 7.69E-02 -1.33E-02 -1.52E-01 + + 57 ++ 1.67E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 58 ++ 1.67E-01 1.07E+04 7.90E-02 7.29E-02 6.09E-03 1.86E-01 + + 59 ++ 1.67E-01 1.07E+04 6.55E-02 8.86E-02 -2.32E-02 -4.09E-01 + + 60 ++ 1.67E-01 1.07E+04 6.19E-02 5.59E-02 5.98E-03 1.70E-01 + + 61 ++ 1.76E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 62 ++ 1.76E-01 1.07E+04 7.98E-02 8.87E-02 -8.90E-03 -2.07E-01 + + 63 ++ 1.76E-01 1.07E+04 9.54E-02 7.74E-02 1.80E-02 3.60E-01 + + 64 ++ 1.56E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 65 ++ 1.56E-01 1.07E+04 5.35E-02 8.70E-02 -3.35E-02 -5.11E-01 + + 66 ++ 1.56E-01 1.07E+04 7.88E-02 8.62E-02 -7.42E-03 9.90E-03 + + 67 ++ 1.55E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 68 ++ 1.55E-01 1.07E+04 5.66E-02 8.82E-02 -3.16E-02 -4.50E-01 + + 69 ++ 1.55E-01 1.07E+04 6.19E-02 7.55E-02 -1.36E-02 -1.36E-01 + + 70 ++ 2.08E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 71 ++ 2.08E-01 1.07E+04 6.76E-02 5.28E-02 1.48E-02 1.02E-01 + + 72 ++ 2.08E-01 1.07E+04 1.19E-01 8.52E-02 3.39E-02 3.63E-01 + + 73 ++ 2.08E-01 1.07E+04 1.33E-01 8.81E-02 4.52E-02 5.86E-01 + + 74 ++ 2.08E-01 1.07E+04 9.24E-02 7.42E-02 1.82E-02 1.32E-01 + + 75 ++ 2.08E-01 1.07E+04 5.75E-02 5.17E-02 5.76E-03 -1.37E-02 + + 76 ++ 2.01E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 77 ++ 2.01E-01 1.07E+04 9.65E-02 4.87E-02 4.78E-02 9.84E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 78 ++ 2.01E-01 1.07E+04 9.13E-02 8.03E-02 1.10E-02 3.77E-03 + + 79 ++ 2.01E-01 1.07E+04 9.51E-02 8.86E-02 6.49E-03 -1.01E-01 + + 80 ++ 2.01E-01 1.07E+04 1.04E-01 7.90E-02 2.47E-02 3.25E-01 + + 81 ++ 1.77E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 82 ++ 1.77E-01 1.07E+04 5.05E-02 4.48E-02 5.76E-03 1.11E-01 + + 83 ++ 1.77E-01 1.07E+04 6.54E-02 8.55E-02 -2.02E-02 -4.58E-01 + + 84 ++ 1.77E-01 1.07E+04 1.16E-01 8.70E-02 2.91E-02 5.47E-01 + + 85 ++ 1.77E-01 1.07E+04 7.95E-02 7.68E-02 2.72E-03 1.80E-02 + + 86 ++ 1.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 87 ++ 1.97E-01 1.07E+04 7.76E-02 5.76E-02 2.00E-02 2.67E-01 + + 88 ++ 1.97E-01 1.07E+04 1.19E-01 8.36E-02 3.56E-02 4.90E-01 + + 89 ++ 1.97E-01 1.07E+04 8.50E-02 8.83E-02 -3.31E-03 -3.11E-01 + + 90 ++ 1.97E-01 1.07E+04 1.13E-01 7.64E-02 3.66E-02 5.83E-01 + + 91 ++ 1.94E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 92 ++ 1.94E-01 1.07E+04 7.38E-02 4.11E-02 3.27E-02 6.06E-01 + + 93 ++ 1.94E-01 1.07E+04 6.92E-02 7.31E-02 -3.84E-03 -3.94E-01 + + 94 ++ 1.94E-01 1.07E+04 1.29E-01 8.84E-02 4.02E-02 4.68E-01 + + 95 ++ 1.94E-01 1.07E+04 1.08E-01 7.98E-02 2.86E-02 2.95E-01 + + 96 ++ 1.94E-01 1.07E+04 1.05E-01 5.51E-02 4.97E-02 9.83E-01 + + 97 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 98 ++ 1.93E-01 1.07E+04 8.57E-02 7.57E-02 9.94E-03 -1.17E-01 + + 99 ++ 1.93E-01 1.07E+04 1.15E-01 8.85E-02 2.65E-02 1.79E-01 + + 100 ++ 1.93E-01 1.07E+04 1.35E-01 7.64E-02 5.84E-02 9.48E-01 + + 101 ++ 1.93E-01 1.07E+04 9.42E-02 5.41E-02 4.01E-02 7.51E-01 + + 102 ++ 2.38E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 103 ++ 2.38E-01 1.07E+04 1.12E-01 7.63E-02 3.59E-02 8.26E-02 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 104 ++ 2.38E-01 1.07E+04 1.78E-01 8.86E-02 8.92E-02 1.07E+00 + + 105 ++ 2.38E-01 1.07E+04 1.73E-01 7.99E-02 9.28E-02 1.32E+00 + + 106 ++ 2.38E-01 1.07E+04 8.10E-02 5.80E-02 2.30E-02 1.23E-01 + + 107 ++ 2.24E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 108 ++ 2.24E-01 1.07E+04 1.04E-01 7.92E-02 2.46E-02 -2.01E-02 + + 109 ++ 2.24E-01 1.07E+04 1.42E-01 8.83E-02 5.39E-02 5.35E-01 + + 110 ++ 2.24E-01 1.07E+04 1.81E-01 7.63E-02 1.05E-01 1.79E+00 + + 111 ++ 2.24E-01 1.07E+04 5.20E-02 5.32E-02 -1.21E-03 -3.14E-01 + + 112 ++ 1.85E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 113 ++ 1.85E-01 1.07E+04 8.39E-02 7.54E-02 8.47E-03 7.13E-02 + + 114 ++ 1.85E-01 1.07E+04 1.06E-01 8.86E-02 1.75E-02 2.38E-01 + + 115 ++ 1.85E-01 1.07E+04 8.67E-02 7.83E-02 8.48E-03 8.05E-02 + + 116 ++ 2.44E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 117 ++ 2.44E-01 1.07E+04 1.36E-01 7.32E-02 6.28E-02 5.38E-01 + + 118 ++ 2.44E-01 1.07E+04 1.54E-01 8.72E-02 6.64E-02 4.54E-01 + + 119 ++ 2.44E-01 1.07E+04 2.22E-01 7.98E-02 1.42E-01 2.22E+00 + + 120 ++ 1.55E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 121 ++ 1.55E-01 1.07E+04 5.58E-02 8.72E-02 -3.14E-02 -4.60E-01 + + 122 ++ 1.55E-01 1.07E+04 6.84E-02 8.03E-02 -1.19E-02 -9.48E-02 + + 123 ++ 1.55E-01 1.07E+04 5.26E-02 5.50E-02 -2.36E-03 3.32E-02 + + 124 ++ 1.83E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 125 ++ 1.83E-01 1.07E+04 7.76E-02 6.11E-02 1.65E-02 3.35E-01 + + 126 ++ 1.83E-01 1.07E+04 1.12E-01 8.66E-02 2.54E-02 4.68E-01 + + 127 ++ 1.83E-01 1.07E+04 6.60E-02 8.66E-02 -2.06E-02 -4.64E-01 + + 128 ++ 1.83E-01 1.07E+04 6.94E-02 7.49E-02 -5.56E-03 -1.54E-01 + + 129 ++ 1.68E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 130 ++ 1.68E-01 1.07E+04 5.58E-02 8.13E-02 -2.55E-02 -4.83E-01 + + 131 ++ 1.68E-01 1.07E+04 1.01E-01 8.79E-02 1.36E-02 3.22E-01 + + 132 ++ 3.06E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 133 ++ 3.06E-01 1.07E+04 2.56E-01 8.16E-02 1.74E-01 2.34E+00 + + 134 ++ 3.06E-01 1.07E+04 2.06E-01 8.87E-02 1.18E-01 1.06E+00 + + 135 ++ 3.06E-01 1.07E+04 1.78E-01 7.92E-02 9.85E-02 9.55E-01 + + 136 ++ 3.06E-01 1.07E+04 9.08E-02 5.25E-02 3.83E-02 3.00E-01 + + 137 ++ 1.64E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 138 ++ 1.64E-01 1.07E+04 5.44E-02 8.21E-02 -2.77E-02 -4.77E-01 + + 139 ++ 1.64E-01 1.07E+04 1.05E-01 8.86E-02 1.61E-02 4.25E-01 + + 140 ++ 1.64E-01 1.07E+04 5.90E-02 7.94E-02 -2.04E-02 -3.45E-01 + + 141 ++ 2.17E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 142 ++ 2.17E-01 1.07E+04 6.56E-02 4.88E-02 1.68E-02 4.11E-02 + + 143 ++ 2.17E-01 1.07E+04 1.35E-01 8.46E-02 5.06E-02 5.25E-01 + + 144 ++ 2.17E-01 1.07E+04 1.36E-01 8.68E-02 4.91E-02 4.99E-01 + + 145 ++ 2.17E-01 1.07E+04 1.32E-01 7.37E-02 5.88E-02 8.67E-01 + + 146 ++ 2.17E-01 1.07E+04 6.59E-02 5.17E-02 1.42E-02 9.00E-02 + + 147 ++ 1.96E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 148 ++ 1.96E-01 1.07E+04 9.62E-02 7.90E-02 1.72E-02 1.78E-01 + + 149 ++ 1.96E-01 1.07E+04 1.26E-01 8.85E-02 3.75E-02 5.65E-01 + + 150 ++ 1.96E-01 1.07E+04 8.12E-02 8.07E-02 5.13E-04 -1.58E-01 + + 151 ++ 1.96E-01 1.07E+04 6.04E-02 5.50E-02 5.47E-03 3.50E-02 + + 152 ++ 2.42E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 153 ++ 2.42E-01 1.07E+04 1.74E-01 8.80E-02 8.59E-02 9.76E-01 + + 154 ++ 2.42E-01 1.07E+04 1.58E-01 8.55E-02 7.25E-02 7.68E-01 + + 155 ++ 2.42E-01 1.07E+04 1.41E-01 7.23E-02 6.90E-02 9.23E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 156 ++ 1.99E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 157 ++ 1.99E-01 1.07E+04 6.59E-02 7.38E-02 -7.89E-03 -4.29E-01 + + 158 ++ 1.99E-01 1.07E+04 1.42E-01 8.85E-02 5.34E-02 7.96E-01 + + 159 ++ 1.99E-01 1.07E+04 1.16E-01 7.89E-02 3.72E-02 5.45E-01 + + 160 ++ 2.03E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 161 ++ 2.03E-01 1.07E+04 9.69E-02 7.75E-02 1.94E-02 7.05E-02 + + 162 ++ 2.03E-01 1.07E+04 1.18E-01 8.86E-02 2.97E-02 2.41E-01 + + 163 ++ 2.03E-01 1.07E+04 1.40E-01 7.81E-02 6.20E-02 1.01E+00 + + 164 ++ 1.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 165 ++ 1.97E-01 1.07E+04 5.62E-02 4.59E-02 1.03E-02 6.09E-02 + + 166 ++ 1.97E-01 1.07E+04 1.18E-01 8.42E-02 3.37E-02 4.14E-01 + + 167 ++ 1.97E-01 1.07E+04 8.84E-02 8.80E-02 3.55E-04 -2.73E-01 + + 168 ++ 1.97E-01 1.07E+04 1.32E-01 7.60E-02 5.58E-02 9.66E-01 + + 169 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 170 ++ 1.81E-01 1.07E+04 5.76E-02 5.41E-02 3.46E-03 7.40E-02 + + 171 ++ 1.76E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 172 ++ 1.76E-01 1.07E+04 5.41E-02 8.44E-02 -3.04E-02 -6.45E-01 + + 173 ++ 1.76E-01 1.07E+04 1.24E-01 8.76E-02 3.69E-02 7.27E-01 + + 174 ++ 1.76E-01 1.07E+04 7.59E-02 7.51E-02 7.44E-04 -5.10E-03 + + 175 ++ 3.04E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 176 ++ 3.04E-01 1.07E+04 2.57E-01 1.35E-01 1.22E-01 -2.52E-01 + + 177 ++ 3.04E-01 1.07E+04 7.08E-01 2.51E-01 4.57E-01 2.28E+00 + + 178 ++ 3.04E-01 1.07E+04 5.86E-01 2.66E-01 3.20E-01 8.37E-01 + + 179 ++ 3.04E-01 1.07E+04 6.50E-01 2.30E-01 4.20E-01 2.58E+00 + + 180 ++ 3.04E-01 1.07E+04 1.85E-01 1.63E-01 2.23E-02 -1.17E+00 + + 181 ++ 1.36E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 182 ++ 1.36E-01 1.07E+04 8.67E-02 1.42E-01 -5.56E-02 -5.05E-01 + + 183 ++ 1.36E-01 1.07E+04 1.80E-01 2.56E-01 -7.62E-02 -4.02E-01 + + 184 ++ 1.36E-01 1.07E+04 1.99E-01 2.63E-01 -6.38E-02 -2.96E-01 + + 185 ++ 1.36E-01 1.07E+04 1.94E-01 2.23E-01 -2.96E-02 -6.44E-02 + + 186 ++ 1.36E-01 1.07E+04 2.12E-01 1.59E-01 5.28E-02 9.36E-01 + + 187 ++ 1.36E-01 1.07E+04 7.67E-02 7.86E-02 -1.82E-03 -1.32E-01 + + 188 ++ 1.96E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 189 ++ 1.96E-01 1.07E+04 1.76E-01 1.56E-01 2.01E-02 4.90E-01 + + 190 ++ 1.96E-01 1.07E+04 2.79E-01 2.52E-01 2.70E-02 4.94E-01 + + 191 ++ 1.96E-01 1.07E+04 1.91E-01 2.66E-01 -7.50E-02 -4.79E-01 + + 192 ++ 1.96E-01 1.07E+04 1.85E-01 2.36E-01 -5.10E-02 -2.88E-01 + + 193 ++ 1.96E-01 1.07E+04 5.51E-02 1.63E-01 -1.08E-01 -1.29E+00 + + 194 ++ 1.52E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 195 ++ 1.52E-01 1.07E+04 1.39E-01 1.99E-01 -6.05E-02 -3.03E-01 + + 196 ++ 1.52E-01 1.07E+04 1.63E-01 2.61E-01 -9.86E-02 -5.27E-01 + + 197 ++ 1.52E-01 1.07E+04 2.59E-01 2.44E-01 1.52E-02 5.76E-01 + + 198 ++ 1.52E-01 1.07E+04 6.46E-02 1.68E-01 -1.04E-01 -1.13E+00 + + 199 ++ 1.61E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 200 ++ 1.61E-01 1.07E+04 5.69E-02 9.11E-02 -3.42E-02 -4.51E-01 + + 201 ++ 1.61E-01 1.07E+04 1.11E-01 2.62E-01 -1.51E-01 -1.21E+00 + + 202 ++ 1.61E-01 1.07E+04 3.59E-01 2.62E-01 9.70E-02 1.17E+00 + + 203 ++ 1.61E-01 1.07E+04 2.00E-01 2.23E-01 -2.33E-02 -6.11E-02 + + 204 ++ 1.61E-01 1.07E+04 1.26E-01 1.53E-01 -2.69E-02 -2.99E-01 + + 205 ++ 1.61E-01 1.07E+04 7.35E-02 7.47E-02 -1.17E-03 -7.78E-02 + + 206 ++ 1.61E-01 1.07E+04 6.30E-02 3.62E-02 2.67E-02 5.60E-01 + + 207 ++ 1.60E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 208 ++ 1.60E-01 1.07E+04 6.80E-02 1.03E-01 -3.50E-02 -4.01E-01 + + 209 ++ 1.60E-01 1.07E+04 1.66E-01 2.43E-01 -7.75E-02 -5.03E-01 + + 210 ++ 1.60E-01 1.07E+04 2.07E-01 2.66E-01 -5.94E-02 -2.76E-01 + + 211 ++ 1.60E-01 1.07E+04 3.15E-01 2.36E-01 7.86E-02 1.13E+00 + + 212 ++ 1.60E-01 1.07E+04 5.58E-02 1.61E-01 -1.05E-01 -1.31E+00 + + 213 ++ 1.65E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 214 ++ 1.65E-01 1.07E+04 1.92E-01 2.31E-01 -3.89E-02 -9.41E-02 + + 215 ++ 1.65E-01 1.07E+04 2.31E-01 2.66E-01 -3.50E-02 -9.26E-03 + + 216 ++ 1.65E-01 1.07E+04 1.78E-01 2.26E-01 -4.77E-02 -2.09E-01 + + 217 ++ 1.65E-01 1.07E+04 8.06E-02 1.58E-01 -7.69E-02 -8.65E-01 + + 218 ++ 1.12E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 219 ++ 1.12E-01 1.07E+04 1.32E-01 1.19E-01 1.38E-02 4.24E-01 + + 220 ++ 1.12E-01 1.07E+04 1.00E-01 2.38E-01 -1.37E-01 -1.31E+00 + + 221 ++ 1.12E-01 1.07E+04 3.15E-01 2.66E-01 4.86E-02 5.29E-01 + + 222 ++ 1.12E-01 1.07E+04 2.36E-01 2.28E-01 7.25E-03 2.38E-02 + + 223 ++ 1.12E-01 1.07E+04 2.59E-01 1.60E-01 9.92E-02 1.19E+00 + + 224 ++ 1.12E-01 1.07E+04 1.33E-01 7.82E-02 5.48E-02 5.63E-01 + + 225 ++ 1.12E-01 1.07E+04 1.26E-01 3.89E-02 8.70E-02 1.57E+00 + + 226 ++ 1.12E-01 1.07E+04 7.18E-02 1.33E-02 5.85E-02 1.20E+00 + + 227 ++ 1.12E-01 1.07E+04 5.21E-02 4.51E-03 4.76E-02 1.11E+00 + + 228 ++ 1.92E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 229 ++ 1.92E-01 1.07E+04 1.20E-01 1.41E-01 -2.06E-02 -6.88E-01 + + 230 ++ 1.92E-01 1.07E+04 3.69E-01 2.62E-01 1.07E-01 6.41E-01 + + 231 ++ 1.92E-01 1.07E+04 3.89E-01 2.57E-01 1.32E-01 9.17E-01 + + 232 ++ 1.92E-01 1.07E+04 1.93E-01 2.17E-01 -2.39E-02 -6.40E-01 + + 233 ++ 1.92E-01 1.07E+04 1.91E-01 1.49E-01 4.20E-02 3.75E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 234 ++ 1.92E-01 1.07E+04 8.72E-02 7.37E-02 1.36E-02 1.86E-01 + + 235 ++ 1.40E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 236 ++ 1.40E-01 1.07E+04 1.21E-01 2.00E-01 -7.89E-02 -3.82E-01 + + 237 ++ 1.40E-01 1.07E+04 2.08E-01 2.64E-01 -5.62E-02 1.75E-02 + + 238 ++ 1.40E-01 1.07E+04 1.17E-01 2.26E-01 -1.09E-01 -6.93E-01 + + 239 ++ 1.40E-01 1.07E+04 9.80E-02 1.59E-01 -6.08E-02 -4.82E-01 + + 240 ++ 2.18E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 241 ++ 2.18E-01 1.07E+04 6.85E-02 6.35E-02 5.04E-03 -6.43E-02 + + 242 ++ 2.18E-01 1.07E+04 2.95E-01 2.31E-01 6.34E-02 4.26E-01 + + 243 ++ 2.18E-01 1.07E+04 3.90E-01 2.66E-01 1.24E-01 9.54E-01 + + 244 ++ 2.18E-01 1.07E+04 1.88E-01 2.35E-01 -4.74E-02 -7.03E-01 + + 245 ++ 2.18E-01 1.07E+04 1.32E-01 1.69E-01 -3.71E-02 -6.23E-01 + + 246 ++ 2.84E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 247 ++ 2.84E-01 1.07E+04 1.80E-01 1.03E-01 7.70E-02 4.17E-01 + + 248 ++ 2.84E-01 1.07E+04 4.55E-01 2.53E-01 2.02E-01 8.75E-01 + + 249 ++ 2.84E-01 1.07E+04 5.31E-01 2.65E-01 2.67E-01 1.48E+00 + + 250 ++ 2.84E-01 1.07E+04 3.12E-01 2.27E-01 8.54E-02 -1.35E-02 + + 251 ++ 2.84E-01 1.07E+04 1.41E-01 1.57E-01 -1.55E-02 -8.56E-01 + + 252 ++ 1.11E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 253 ++ 1.11E-01 1.07E+04 1.52E-01 2.01E-01 -4.97E-02 -3.79E-02 + + 254 ++ 1.11E-01 1.07E+04 1.65E-01 2.65E-01 -1.00E-01 -4.45E-01 + + 255 ++ 1.11E-01 1.07E+04 1.79E-01 2.39E-01 -6.04E-02 -1.89E-01 + + 256 ++ 1.11E-01 1.07E+04 1.10E-01 1.63E-01 -5.33E-02 -5.32E-01 + + 257 ++ 1.11E-01 1.07E+04 1.08E-01 8.05E-02 2.78E-02 4.64E-01 + + 258 ++ 1.11E-01 1.07E+04 9.22E-02 3.77E-02 5.45E-02 1.09E+00 + + 259 ++ 1.11E-01 1.07E+04 5.54E-02 4.56E-03 5.08E-02 1.25E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 260 ++ 1.47E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 261 ++ 1.47E-01 1.07E+04 1.60E-01 2.11E-01 -5.09E-02 -2.57E-01 + + 262 ++ 1.47E-01 1.07E+04 2.15E-01 2.66E-01 -5.05E-02 -1.68E-01 + + 263 ++ 1.47E-01 1.07E+04 1.73E-01 2.33E-01 -5.99E-02 -3.65E-01 + + 264 ++ 1.47E-01 1.07E+04 1.61E-01 1.60E-01 1.47E-03 2.16E-01 + + 265 ++ 1.47E-01 1.07E+04 8.04E-02 7.85E-02 1.96E-03 4.88E-02 + + 266 ++ 3.11E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 267 ++ 3.11E-01 1.07E+04 2.15E-01 7.84E-02 1.37E-01 1.98E+00 + + 268 ++ 3.11E-01 1.07E+04 2.18E-01 2.39E-01 -2.03E-02 -1.37E+00 + + 269 ++ 3.11E-01 1.07E+04 5.62E-01 2.66E-01 2.97E-01 1.73E+00 + + 270 ++ 3.11E-01 1.07E+04 4.93E-01 2.25E-01 2.68E-01 2.02E+00 + + 271 ++ 3.11E-01 1.07E+04 1.06E-01 1.55E-01 -4.84E-02 -1.41E+00 + + 272 ++ 1.40E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 273 ++ 1.40E-01 1.07E+04 1.63E-01 2.05E-01 -4.22E-02 -6.98E-03 + + 274 ++ 1.40E-01 1.07E+04 1.44E-01 2.65E-01 -1.21E-01 -6.88E-01 + + 275 ++ 1.40E-01 1.07E+04 1.69E-01 2.30E-01 -6.11E-02 -2.28E-01 + + 276 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 277 ++ 1.93E-01 1.07E+04 8.51E-02 6.48E-02 2.04E-02 4.97E-01 + + 278 ++ 1.93E-01 1.07E+04 2.24E-01 2.22E-01 2.88E-03 1.14E-01 + + 279 ++ 1.93E-01 1.07E+04 2.38E-01 2.66E-01 -2.77E-02 -1.63E-01 + + 280 ++ 1.93E-01 1.07E+04 2.78E-01 2.40E-01 3.76E-02 5.23E-01 + + 281 ++ 1.93E-01 1.07E+04 5.02E-02 1.69E-01 -1.19E-01 -1.53E+00 + + 282 ++ 1.51E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 283 ++ 1.51E-01 1.07E+04 2.29E-01 2.38E-01 -8.77E-03 3.28E-01 + + 284 ++ 1.51E-01 1.07E+04 1.94E-01 2.66E-01 -7.17E-02 -2.74E-01 + + 285 ++ 1.51E-01 1.07E+04 8.71E-02 2.37E-01 -1.50E-01 -1.22E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 286 ++ 1.51E-01 1.07E+04 1.72E-01 1.62E-01 1.07E-02 4.41E-01 + + 287 ++ 1.51E-01 1.07E+04 7.84E-02 8.02E-02 -1.86E-03 2.38E-02 + + 288 ++ 1.22E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 289 ++ 1.22E-01 1.07E+04 2.03E-01 2.35E-01 -3.22E-02 9.58E-02 + + 290 ++ 1.22E-01 1.07E+04 1.27E-01 2.66E-01 -1.39E-01 -9.29E-01 + + 291 ++ 1.22E-01 1.07E+04 1.96E-01 2.34E-01 -3.74E-02 -8.76E-02 + + 292 ++ 1.22E-01 1.07E+04 1.72E-01 1.61E-01 1.08E-02 2.70E-01 + + 293 ++ 1.22E-01 1.07E+04 1.45E-01 7.92E-02 6.63E-02 1.18E+00 + + 294 ++ 1.22E-01 1.07E+04 6.77E-02 3.83E-02 2.93E-02 3.97E-01 + + 295 ++ 2.05E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 296 ++ 2.05E-01 1.07E+04 1.92E-01 1.45E-01 4.72E-02 6.33E-01 + + 297 ++ 2.05E-01 1.07E+04 2.78E-01 2.39E-01 3.94E-02 3.35E-01 + + 298 ++ 2.05E-01 1.07E+04 2.43E-01 2.65E-01 -2.21E-02 -2.70E-01 + + 299 ++ 2.05E-01 1.07E+04 2.38E-01 2.40E-01 -1.85E-03 -5.74E-02 + + 300 ++ 2.05E-01 1.07E+04 1.16E-01 1.60E-01 -4.44E-02 -6.27E-01 + + 301 ++ 2.98E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 302 ++ 2.98E-01 1.07E+04 1.17E-01 1.04E-01 1.27E-02 -7.38E-01 + + 303 ++ 2.98E-01 1.07E+04 5.36E-01 2.34E-01 3.01E-01 2.09E+00 + + 304 ++ 2.98E-01 1.07E+04 4.97E-01 2.65E-01 2.32E-01 1.16E+00 + + 305 ++ 2.98E-01 1.07E+04 3.21E-01 2.41E-01 7.98E-02 -1.11E-01 + + 306 ++ 2.98E-01 1.07E+04 1.30E-01 1.72E-01 -4.21E-02 -1.24E+00 + + 307 ++ 2.36E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 308 ++ 2.36E-01 1.07E+04 1.70E-01 1.21E-01 4.95E-02 1.63E-01 + + 309 ++ 2.36E-01 1.07E+04 3.64E-01 2.58E-01 1.06E-01 3.12E-01 + + 310 ++ 2.36E-01 1.07E+04 4.15E-01 2.60E-01 1.55E-01 8.30E-01 + + 311 ++ 2.36E-01 1.07E+04 3.14E-01 2.18E-01 9.69E-02 5.14E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 312 ++ 2.36E-01 1.07E+04 1.40E-01 1.49E-01 -8.82E-03 -5.26E-01 + + 313 ++ 2.36E-01 1.07E+04 6.54E-02 7.34E-02 -7.96E-03 -1.59E-01 + + 314 ++ 2.01E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 315 ++ 2.01E-01 1.07E+04 1.51E-01 1.38E-01 1.29E-02 -5.08E-01 + + 316 ++ 2.01E-01 1.07E+04 4.23E-01 2.61E-01 1.62E-01 8.16E-01 + + 317 ++ 2.01E-01 1.07E+04 3.97E-01 2.51E-01 1.46E-01 7.50E-01 + + 318 ++ 2.01E-01 1.07E+04 2.79E-01 2.19E-01 6.05E-02 8.34E-03 + + 319 ++ 2.01E-01 1.07E+04 2.32E-01 1.55E-01 7.73E-02 6.34E-01 + + 320 ++ 1.63E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 321 ++ 1.63E-01 1.07E+04 1.63E-01 1.97E-01 -3.35E-02 -2.76E-01 + + 322 ++ 1.63E-01 1.07E+04 1.17E-01 2.59E-01 -1.42E-01 -1.26E+00 + + 323 ++ 1.63E-01 1.07E+04 3.70E-01 2.45E-01 1.24E-01 1.38E+00 + + 324 ++ 1.63E-01 1.07E+04 1.75E-01 1.69E-01 6.10E-03 1.08E-01 + + 325 ++ 1.91E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 326 ++ 1.91E-01 1.07E+04 5.39E-02 7.84E-02 -2.45E-02 -4.58E-01 + + 327 ++ 1.91E-01 1.07E+04 2.35E-01 2.30E-01 5.05E-03 1.40E-01 + + 328 ++ 1.91E-01 1.07E+04 3.15E-01 2.65E-01 5.01E-02 5.80E-01 + + 329 ++ 1.91E-01 1.07E+04 1.90E-01 2.31E-01 -4.09E-02 -3.25E-01 + + 330 ++ 1.91E-01 1.07E+04 7.32E-02 1.59E-01 -8.58E-02 -1.12E+00 + + 331 ++ 1.42E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 332 ++ 1.42E-01 1.07E+04 1.28E-01 2.49E-01 -1.21E-01 -6.72E-01 + + 333 ++ 1.42E-01 1.07E+04 1.99E-01 2.62E-01 -6.30E-02 -7.72E-02 + + 334 ++ 1.42E-01 1.07E+04 1.88E-01 2.23E-01 -3.56E-02 1.05E-01 + + 335 ++ 1.42E-01 1.07E+04 6.91E-02 1.56E-01 -8.72E-02 -9.11E-01 + + 336 ++ 1.08E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 337 ++ 1.08E-01 1.07E+04 8.37E-02 2.61E-01 -1.77E-01 -7.66E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 338 ++ 1.08E-01 1.07E+04 1.55E-01 2.63E-01 -1.08E-01 -1.15E-01 + + 339 ++ 1.08E-01 1.07E+04 6.35E-02 2.23E-01 -1.60E-01 -9.44E-01 + + 340 ++ 1.08E-01 1.07E+04 8.57E-02 1.59E-01 -7.28E-02 -4.30E-01 + + 341 ++ 1.08E-01 1.07E+04 5.25E-02 3.87E-02 1.38E-02 2.54E-01 + + 342 ++ 1.48E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 343 ++ 1.48E-01 1.07E+04 1.17E-01 1.65E-01 -4.77E-02 -8.09E-02 + + 344 ++ 1.48E-01 1.07E+04 1.94E-01 2.51E-01 -5.66E-02 3.29E-02 + + 345 ++ 1.48E-01 1.07E+04 1.95E-01 2.58E-01 -6.32E-02 -2.91E-02 + + 346 ++ 1.48E-01 1.07E+04 5.03E-02 2.17E-01 -1.66E-01 -1.37E+00 + + 347 ++ 1.48E-01 1.07E+04 1.01E-01 1.54E-01 -5.39E-02 -3.47E-01 + + 348 ++ 1.96E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 349 ++ 1.96E-01 1.07E+04 2.10E-01 2.34E-01 -2.39E-02 -9.73E-02 + + 350 ++ 1.96E-01 1.07E+04 3.37E-01 2.65E-01 7.20E-02 8.62E-01 + + 351 ++ 1.96E-01 1.07E+04 1.16E-01 2.33E-01 -1.17E-01 -1.09E+00 + + 352 ++ 1.96E-01 1.07E+04 1.22E-01 1.64E-01 -4.11E-02 -3.98E-01 + + 353 ++ 1.96E-01 1.07E+04 5.66E-02 8.05E-02 -2.39E-02 -3.25E-01 + + 354 ++ 1.18E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 355 ++ 1.18E-01 1.07E+04 7.28E-02 1.48E-01 -7.51E-02 -2.99E-01 + + 356 ++ 1.18E-01 1.07E+04 1.81E-01 2.56E-01 -7.56E-02 1.06E-01 + + 357 ++ 1.18E-01 1.07E+04 8.61E-02 2.65E-01 -1.79E-01 -8.85E-01 + + 358 ++ 1.18E-01 1.07E+04 6.67E-02 2.29E-01 -1.63E-01 -1.02E+00 + + 359 ++ 1.18E-01 1.07E+04 1.38E-01 1.61E-01 -2.30E-02 2.33E-01 + + 360 ++ 2.21E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 361 ++ 2.21E-01 1.07E+04 7.11E-02 8.20E-02 -1.09E-02 -5.06E-01 + + 362 ++ 2.21E-01 1.07E+04 6.98E-01 7.04E-01 -5.48E-03 -4.28E-01 + + 363 ++ 2.21E-01 1.07E+04 1.26E+00 8.81E-01 3.75E-01 7.74E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 364 ++ 2.21E-01 1.07E+04 1.18E+00 8.03E-01 3.81E-01 9.78E-01 + + 365 ++ 2.21E-01 1.07E+04 4.37E-01 5.69E-01 -1.32E-01 -8.36E-01 + + 366 ++ 2.21E-01 1.07E+04 1.37E-01 2.69E-01 -1.32E-01 -1.10E+00 + + 367 ++ 2.21E-01 1.07E+04 1.07E-01 1.29E-01 -2.12E-02 1.22E-01 + + 368 ++ 2.21E-01 1.07E+04 6.10E-02 4.25E-02 1.85E-02 8.66E-01 + + 369 ++ 1.37E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 370 ++ 1.37E-01 1.07E+04 2.42E-01 4.71E-01 -2.28E-01 -6.95E-01 + + 371 ++ 1.37E-01 1.07E+04 3.66E-01 8.42E-01 -4.76E-01 -9.99E-01 + + 372 ++ 1.37E-01 1.07E+04 8.18E-01 8.77E-01 -5.85E-02 3.15E-01 + + 373 ++ 1.37E-01 1.07E+04 6.17E-01 7.45E-01 -1.28E-01 -1.11E-02 + + 374 ++ 1.37E-01 1.07E+04 5.80E-01 5.03E-01 7.71E-02 7.84E-01 + + 375 ++ 1.37E-01 1.07E+04 9.61E-02 2.31E-01 -1.35E-01 -1.47E+00 + + 376 ++ 1.37E-01 1.07E+04 1.45E-01 1.11E-01 3.41E-02 3.77E-01 + + 377 ++ 1.37E-01 1.07E+04 7.73E-02 3.77E-02 3.96E-02 6.73E-01 + + 378 ++ 1.61E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 379 ++ 1.61E-01 1.07E+04 4.11E-01 6.36E-01 -2.24E-01 -8.71E-01 + + 380 ++ 1.61E-01 1.07E+04 1.25E+00 8.82E-01 3.64E-01 1.16E+00 + + 381 ++ 1.61E-01 1.07E+04 6.77E-01 8.15E-01 -1.38E-01 -4.20E-01 + + 382 ++ 1.61E-01 1.07E+04 5.41E-01 5.68E-01 -2.72E-02 -1.04E-01 + + 383 ++ 1.61E-01 1.07E+04 2.24E-01 2.70E-01 -4.59E-02 -5.21E-01 + + 384 ++ 1.61E-01 1.07E+04 1.59E-01 1.35E-01 2.46E-02 2.04E-01 + + 385 ++ 1.61E-01 1.07E+04 8.58E-02 4.54E-02 4.04E-02 7.27E-01 + + 386 ++ 1.61E-01 1.07E+04 5.90E-02 1.59E-02 4.31E-02 9.94E-01 + + 387 ++ 2.20E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 388 ++ 2.20E-01 1.07E+04 1.86E-01 1.76E-01 9.76E-03 2.39E-02 + + 389 ++ 2.20E-01 1.07E+04 7.84E-01 7.98E-01 -1.37E-02 -1.16E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 390 ++ 2.20E-01 1.07E+04 9.23E-01 8.82E-01 4.12E-02 8.14E-02 + + 391 ++ 2.20E-01 1.07E+04 8.98E-01 7.58E-01 1.40E-01 5.02E-01 + + 392 ++ 2.20E-01 1.07E+04 4.17E-01 5.35E-01 -1.19E-01 -5.35E-01 + + 393 ++ 2.20E-01 1.07E+04 1.67E-01 2.66E-01 -9.85E-02 -6.61E-01 + + 394 ++ 2.20E-01 1.07E+04 6.94E-02 1.29E-01 -5.91E-02 -4.83E-01 + + 395 ++ 2.20E-01 1.07E+04 5.59E-02 4.58E-02 1.01E-02 6.34E-01 + + 396 ++ 1.54E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 397 ++ 1.54E-01 1.07E+04 4.19E-01 4.76E-01 -5.73E-02 -6.81E-01 + + 398 ++ 1.54E-01 1.07E+04 1.47E+00 8.52E-01 6.19E-01 1.58E+00 + + 399 ++ 1.54E-01 1.07E+04 8.21E-01 8.86E-01 -6.57E-02 -5.70E-01 + + 400 ++ 1.54E-01 1.07E+04 1.08E+00 7.82E-01 3.01E-01 6.94E-01 + + 401 ++ 1.54E-01 1.07E+04 5.11E-01 5.57E-01 -4.51E-02 -5.69E-01 + + 402 ++ 1.54E-01 1.07E+04 2.88E-01 2.73E-01 1.53E-02 -1.63E-01 + + 403 ++ 1.54E-01 1.07E+04 1.40E-01 1.37E-01 3.59E-03 -2.51E-01 + + 404 ++ 1.54E-01 1.07E+04 1.21E-01 4.59E-02 7.53E-02 1.53E+00 + + 405 ++ 1.54E-01 1.07E+04 1.03E-01 1.59E-02 8.69E-02 2.15E+00 + + 406 ++ 2.95E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 407 ++ 2.95E-01 1.07E+04 1.01E+00 5.47E-01 4.68E-01 9.22E-01 + + 408 ++ 2.95E-01 1.07E+04 1.55E+00 8.74E-01 6.75E-01 8.94E-01 + + 409 ++ 2.95E-01 1.07E+04 1.40E+00 8.70E-01 5.33E-01 5.34E-01 + + 410 ++ 2.95E-01 1.07E+04 1.23E+00 7.43E-01 4.88E-01 8.03E-01 + + 411 ++ 2.95E-01 1.07E+04 3.76E-01 5.00E-01 -1.24E-01 -1.31E+00 + + 412 ++ 2.95E-01 1.07E+04 1.41E-01 2.42E-01 -1.01E-01 -7.12E-01 + + 413 ++ 2.95E-01 1.07E+04 7.84E-02 1.18E-01 -3.98E-02 4.10E-01 + + 414 ++ 7.56E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 415 ++ 7.56E-02 1.07E+04 3.40E-01 4.74E-01 -1.34E-01 -9.81E-02 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 416 ++ 7.56E-02 1.07E+04 3.98E-01 8.41E-01 -4.43E-01 -1.03E+00 + + 417 ++ 7.56E-02 1.07E+04 7.70E-01 8.87E-01 -1.17E-01 -5.81E-02 + + 418 ++ 7.56E-02 1.07E+04 1.05E+00 7.85E-01 2.62E-01 1.02E+00 + + 419 ++ 7.56E-02 1.07E+04 8.19E-01 5.42E-01 2.77E-01 9.56E-01 + + 420 ++ 7.56E-02 1.07E+04 3.65E-01 2.62E-01 1.03E-01 -1.06E+00 + + 421 ++ 7.56E-02 1.07E+04 5.74E-01 1.26E-01 4.47E-01 4.00E+00 + + 422 ++ 7.56E-02 1.07E+04 3.60E-01 4.28E-02 3.18E-01 4.58E+00 + + 423 ++ 7.56E-02 1.07E+04 1.54E-01 1.44E-02 1.40E-01 2.13E+00 + + 424 ++ 1.40E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 425 ++ 1.40E-01 1.07E+04 3.43E-01 3.13E-01 3.06E-02 7.07E-01 + + 426 ++ 1.40E-01 1.07E+04 5.03E-01 7.16E-01 -2.13E-01 -3.94E-01 + + 427 ++ 1.40E-01 1.07E+04 5.07E-01 7.65E-01 -2.58E-01 -5.79E-01 + + 428 ++ 1.40E-01 1.07E+04 5.06E-01 5.21E-01 -1.48E-02 1.92E-01 + + 429 ++ 1.40E-01 1.07E+04 1.77E-01 2.48E-01 -7.03E-02 -7.33E-01 + + 430 ++ 1.40E-01 1.07E+04 1.46E-01 1.19E-01 2.73E-02 2.26E-01 + + 431 ++ 1.40E-01 1.07E+04 1.06E-01 4.00E-02 6.58E-02 1.27E+00 + + 432 ++ 1.40E-01 1.07E+04 5.11E-02 1.40E-02 3.72E-02 7.92E-01 + + 433 ++ 2.05E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 434 ++ 2.05E-01 1.07E+04 2.23E-01 2.57E-01 -3.42E-02 -9.40E-01 + + 435 ++ 2.05E-01 1.07E+04 1.23E+00 7.67E-01 4.58E-01 1.01E+00 + + 436 ++ 2.05E-01 1.07E+04 1.01E+00 8.83E-01 1.23E-01 -1.85E-01 + + 437 ++ 2.05E-01 1.07E+04 1.22E+00 7.59E-01 4.62E-01 1.15E+00 + + 438 ++ 2.05E-01 1.07E+04 4.91E-01 5.13E-01 -2.17E-02 -5.15E-01 + + 439 ++ 2.05E-01 1.07E+04 2.02E-01 2.47E-01 -4.53E-02 -5.65E-01 + + 440 ++ 2.05E-01 1.07E+04 1.28E-01 1.21E-01 6.53E-03 2.43E-01 + + 441 ++ 2.05E-01 1.07E+04 8.27E-02 1.38E-02 6.89E-02 1.93E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 442 ++ 1.90E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 443 ++ 1.90E-01 1.07E+04 2.04E-01 3.10E-01 -1.06E-01 -1.21E+00 + + 444 ++ 1.90E-01 1.07E+04 1.10E+00 8.26E-01 2.73E-01 5.38E-01 + + 445 ++ 1.90E-01 1.07E+04 1.22E+00 8.85E-01 3.38E-01 6.96E-01 + + 446 ++ 1.90E-01 1.07E+04 9.08E-01 7.48E-01 1.60E-01 2.91E-01 + + 447 ++ 1.90E-01 1.07E+04 4.76E-01 5.21E-01 -4.49E-02 -4.51E-01 + + 448 ++ 1.90E-01 1.07E+04 1.91E-01 2.51E-01 -6.00E-02 -6.43E-01 + + 449 ++ 1.90E-01 1.07E+04 1.09E-01 1.22E-01 -1.31E-02 -1.28E-01 + + 450 ++ 1.90E-01 1.07E+04 7.26E-02 4.10E-02 3.16E-02 8.50E-01 + + 451 ++ 1.90E-01 1.07E+04 6.64E-02 1.40E-02 5.25E-02 1.43E+00 + + 452 ++ 8.47E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 453 ++ 8.47E-02 1.07E+04 1.08E-01 2.01E-01 -9.30E-02 -3.36E-01 + + 454 ++ 8.47E-02 1.07E+04 7.05E-01 8.44E-01 -1.39E-01 -4.00E-02 + + 455 ++ 8.47E-02 1.07E+04 9.35E-01 8.68E-01 6.64E-02 5.22E-01 + + 456 ++ 8.47E-02 1.07E+04 5.66E-01 7.27E-01 -1.62E-01 -4.30E-01 + + 457 ++ 8.47E-02 1.07E+04 3.61E-01 4.95E-01 -1.34E-01 -9.62E-01 + + 458 ++ 8.47E-02 1.07E+04 5.07E-01 2.38E-01 2.69E-01 1.66E+00 + + 459 ++ 8.47E-02 1.07E+04 2.95E-01 1.14E-01 1.81E-01 1.09E+00 + + 460 ++ 8.47E-02 1.07E+04 2.07E-01 3.81E-02 1.69E-01 2.35E+00 + + 461 ++ 8.47E-02 1.07E+04 1.49E-01 1.29E-02 1.36E-01 2.67E+00 + + 462 ++ 1.04E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 463 ++ 1.04E-01 1.07E+04 5.92E-01 5.74E-01 1.83E-02 3.31E-02 + + 464 ++ 1.04E-01 1.07E+04 6.04E-01 8.84E-01 -2.80E-01 -9.76E-01 + + 465 ++ 1.04E-01 1.07E+04 1.21E+00 7.89E-01 4.26E-01 1.29E+00 + + 466 ++ 1.04E-01 1.07E+04 8.33E-01 5.55E-01 2.78E-01 1.05E+00 + + 467 ++ 1.04E-01 1.07E+04 2.66E-01 2.64E-01 2.68E-03 -8.02E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 468 ++ 1.04E-01 1.07E+04 1.67E-01 1.25E-01 4.18E-02 -4.90E-01 + + 469 ++ 1.04E-01 1.07E+04 2.59E-01 4.10E-02 2.18E-01 4.20E+00 + + 470 ++ 1.04E-01 1.07E+04 1.16E-01 1.46E-02 1.01E-01 2.12E+00 + + 471 ++ 2.06E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 472 ++ 2.06E-01 1.07E+04 5.07E-01 5.10E-01 -2.98E-03 2.78E-01 + + 473 ++ 2.06E-01 1.07E+04 3.41E-01 8.77E-01 -5.36E-01 -1.35E+00 + + 474 ++ 2.06E-01 1.07E+04 1.01E+00 8.59E-01 1.47E-01 7.75E-01 + + 475 ++ 2.06E-01 1.07E+04 6.22E-01 7.22E-01 -1.00E-01 -5.53E-02 + + 476 ++ 2.06E-01 1.07E+04 4.32E-01 5.13E-01 -8.11E-02 -8.40E-02 + + 477 ++ 2.06E-01 1.07E+04 8.60E-02 2.37E-01 -1.51E-01 -1.21E+00 + + 478 ++ 2.06E-01 1.07E+04 9.65E-02 1.12E-01 -1.53E-02 1.58E-01 + + 479 ++ 6.14E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 480 ++ 6.14E-01 1.07E+04 3.96E-01 1.22E-01 2.73E-01 2.08E+00 + + 481 ++ 6.14E-01 1.07E+04 2.55E+00 7.99E-01 1.75E+00 3.44E+00 + + 482 ++ 6.14E-01 1.07E+04 2.39E+00 8.87E-01 1.50E+00 2.33E+00 + + 483 ++ 6.14E-01 1.07E+04 1.10E+00 7.76E-01 3.26E-01 -8.30E-01 + + 484 ++ 6.14E-01 1.07E+04 2.05E-01 5.43E-01 -3.37E-01 -2.99E+00 + + 485 ++ 3.02E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 486 ++ 3.02E-01 1.07E+04 2.56E-01 2.55E-01 7.85E-04 -1.31E+00 + + 487 ++ 3.02E-01 1.07E+04 1.57E+00 8.16E-01 7.53E-01 1.29E+00 + + 488 ++ 3.02E-01 1.07E+04 1.91E+00 8.76E-01 1.03E+00 2.09E+00 + + 489 ++ 3.02E-01 1.07E+04 8.58E-01 7.44E-01 1.14E-01 -5.47E-01 + + 490 ++ 3.02E-01 1.07E+04 4.24E-01 4.98E-01 -7.32E-02 -9.67E-01 + + 491 ++ 3.02E-01 1.07E+04 1.34E-01 2.47E-01 -1.13E-01 -8.24E-01 + + 492 ++ 3.02E-01 1.07E+04 7.18E-02 1.20E-01 -4.84E-02 2.25E-01 + + 493 ++ 9.05E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 494 ++ 9.05E-02 1.07E+04 2.29E-01 6.57E-01 -4.28E-01 -6.79E-01 + + 495 ++ 9.05E-02 1.07E+04 1.88E-01 8.86E-01 -6.98E-01 -1.18E+00 + + 496 ++ 9.05E-02 1.07E+04 5.96E-01 7.69E-01 -1.72E-01 2.51E-01 + + 497 ++ 9.05E-02 1.07E+04 4.91E-01 5.42E-01 -5.03E-02 3.81E-01 + + 498 ++ 9.05E-02 1.07E+04 1.36E-01 2.58E-01 -1.22E-01 -1.36E+00 + + 499 ++ 9.05E-02 1.07E+04 2.32E-01 1.26E-01 1.05E-01 9.56E-01 + + 500 ++ 9.05E-02 1.07E+04 1.27E-01 4.22E-02 8.49E-02 1.10E+00 + + 501 ++ 9.05E-02 1.07E+04 8.10E-02 1.45E-02 6.65E-02 1.20E+00 + + 502 ++ 3.32E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 503 ++ 3.32E-01 1.07E+04 1.43E+00 7.86E-01 6.44E-01 1.68E+00 + + 504 ++ 3.32E-01 1.07E+04 1.25E+00 8.87E-01 3.65E-01 6.61E-01 + + 505 ++ 3.32E-01 1.07E+04 6.73E-01 7.72E-01 -9.96E-02 -6.84E-01 + + 506 ++ 3.32E-01 1.07E+04 1.34E-01 5.31E-01 -3.96E-01 -2.11E+00 + + 507 ++ 1.19E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 508 ++ 1.19E-01 1.07E+04 2.41E-01 3.78E-01 -1.37E-01 -6.56E-02 + + 509 ++ 1.19E-01 1.07E+04 4.90E-01 7.01E-01 -2.12E-01 1.04E-03 + + 510 ++ 1.19E-01 1.07E+04 3.02E-01 8.64E-01 -5.62E-01 -9.88E-01 + + 511 ++ 1.19E-01 1.07E+04 3.82E-01 8.01E-01 -4.19E-01 -7.36E-01 + + 512 ++ 1.19E-01 1.07E+04 5.96E-01 5.67E-01 2.85E-02 6.78E-01 + + 513 ++ 1.19E-01 1.07E+04 2.67E-01 2.72E-01 -4.97E-03 -2.84E-02 + + 514 ++ 1.19E-01 1.07E+04 1.53E-01 1.30E-01 2.36E-02 -5.60E-02 + + 515 ++ 1.19E-01 1.07E+04 5.07E-02 1.53E-02 3.54E-02 5.82E-01 + + 516 ++ 9.12E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 517 ++ 9.12E-02 1.07E+04 1.30E-01 3.37E-01 -2.06E-01 -1.22E+00 + + 518 ++ 9.12E-02 1.07E+04 1.18E+00 8.75E-01 3.09E-01 9.86E-01 + + 519 ++ 9.12E-02 1.07E+04 9.98E-01 8.66E-01 1.32E-01 3.72E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 520 ++ 9.12E-02 1.07E+04 5.13E-01 7.49E-01 -2.36E-01 -1.04E+00 + + 521 ++ 9.12E-02 1.07E+04 7.75E-01 5.29E-01 2.46E-01 7.67E-01 + + 522 ++ 9.12E-02 1.07E+04 5.45E-01 2.59E-01 2.86E-01 1.29E+00 + + 523 ++ 9.12E-02 1.07E+04 3.46E-01 1.23E-01 2.22E-01 1.24E+00 + + 524 ++ 9.12E-02 1.07E+04 2.30E-01 4.15E-02 1.88E-01 2.41E+00 + + 525 ++ 9.12E-02 1.07E+04 1.73E-01 1.39E-02 1.59E-01 3.09E+00 + + 526 ++ 3.08E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 527 ++ 3.08E-01 1.07E+04 4.80E-01 3.40E-01 1.40E-01 -2.16E-01 + + 528 ++ 3.08E-01 1.07E+04 1.04E+00 7.13E-01 3.31E-01 7.67E-02 + + 529 ++ 3.08E-01 1.07E+04 1.72E+00 8.87E-01 8.38E-01 1.49E+00 + + 530 ++ 3.08E-01 1.07E+04 1.24E+00 7.75E-01 4.68E-01 7.04E-01 + + 531 ++ 3.08E-01 1.07E+04 6.60E-01 5.36E-01 1.24E-01 1.01E-02 + + 532 ++ 3.08E-01 1.07E+04 8.79E-02 2.66E-01 -1.78E-01 -1.56E+00 + + 533 ++ 3.08E-01 1.07E+04 5.63E-02 1.34E-01 -7.80E-02 -3.33E-01 + + 534 ++ 3.08E-01 1.07E+04 6.15E-02 1.58E-02 4.57E-02 1.80E+00 + + 535 ++ 8.80E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 536 ++ 8.80E-02 1.07E+04 5.81E-02 2.44E-01 -1.86E-01 -8.44E-01 + + 537 ++ 8.80E-02 1.07E+04 3.52E-01 8.51E-01 -5.00E-01 -7.93E-01 + + 538 ++ 8.80E-02 1.07E+04 6.67E-01 8.81E-01 -2.14E-01 7.28E-02 + + 539 ++ 8.80E-02 1.07E+04 6.19E-01 7.78E-01 -1.59E-01 9.22E-02 + + 540 ++ 8.80E-02 1.07E+04 3.51E-01 5.54E-01 -2.03E-01 -6.33E-01 + + 541 ++ 8.80E-02 1.07E+04 3.60E-01 2.62E-01 9.82E-02 5.06E-01 + + 542 ++ 8.80E-02 1.07E+04 2.77E-01 1.30E-01 1.47E-01 1.17E+00 + + 543 ++ 8.80E-02 1.07E+04 8.83E-02 4.40E-02 4.43E-02 -1.96E-01 + + 544 ++ 8.80E-02 1.07E+04 1.20E-01 1.55E-02 1.05E-01 2.00E+00 + + 545 ++ 2.15E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 546 ++ 2.15E-01 1.07E+04 3.43E-01 3.28E-01 1.48E-02 4.45E-01 + + 547 ++ 2.15E-01 1.07E+04 7.84E-01 8.46E-01 -6.23E-02 1.56E-01 + + 548 ++ 2.15E-01 1.07E+04 6.45E-01 8.84E-01 -2.39E-01 -3.65E-01 + + 549 ++ 2.15E-01 1.07E+04 4.29E-01 7.64E-01 -3.36E-01 -8.15E-01 + + 550 ++ 2.15E-01 1.07E+04 4.59E-01 5.26E-01 -6.71E-02 9.24E-02 + + 551 ++ 2.15E-01 1.07E+04 1.02E-01 2.53E-01 -1.51E-01 -9.99E-01 + + 552 ++ 1.10E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 553 ++ 1.10E-01 1.07E+04 4.61E-01 5.69E-01 -1.08E-01 -5.29E-01 + + 554 ++ 1.10E-01 1.07E+04 1.08E+00 8.55E-01 2.25E-01 6.25E-01 + + 555 ++ 1.10E-01 1.07E+04 8.84E-01 8.82E-01 2.86E-03 -1.01E-01 + + 556 ++ 1.10E-01 1.07E+04 7.30E-01 7.39E-01 -9.20E-03 -2.10E-01 + + 557 ++ 1.10E-01 1.07E+04 8.44E-01 5.20E-01 3.24E-01 1.43E+00 + + 558 ++ 1.10E-01 1.07E+04 1.95E-01 2.52E-01 -5.69E-02 -1.34E+00 + + 559 ++ 1.10E-01 1.07E+04 2.06E-01 1.23E-01 8.27E-02 3.20E-01 + + 560 ++ 1.10E-01 1.07E+04 2.45E-01 4.27E-02 2.02E-01 3.87E+00 + + 561 ++ 1.10E-01 1.07E+04 7.15E-02 1.48E-02 5.66E-02 1.00E+00 + + 562 ++ 1.43E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 563 ++ 1.43E-01 1.07E+04 8.03E-01 6.63E-01 1.40E-01 1.58E-01 + + 564 ++ 1.43E-01 1.07E+04 9.37E-01 8.86E-01 5.17E-02 -2.79E-01 + + 565 ++ 1.43E-01 1.07E+04 9.82E-01 7.65E-01 2.16E-01 2.74E-01 + + 566 ++ 1.43E-01 1.07E+04 9.87E-01 5.40E-01 4.47E-01 1.69E+00 + + 567 ++ 1.43E-01 1.07E+04 4.12E-01 2.59E-01 1.53E-01 6.47E-01 + + 568 ++ 1.43E-01 1.07E+04 1.63E-01 1.26E-01 3.70E-02 -3.96E-01 + + 569 ++ 1.43E-01 1.07E+04 1.16E-01 4.24E-02 7.41E-02 1.05E+00 + + 570 ++ 1.43E-01 1.07E+04 8.72E-02 1.45E-02 7.27E-02 1.56E+00 + + 571 ++ 2.22E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 572 ++ 2.22E-01 1.07E+04 8.69E-01 4.78E-01 3.92E-01 1.39E+00 + + 573 ++ 2.22E-01 1.07E+04 7.86E-01 8.66E-01 -8.05E-02 -9.32E-01 + + 574 ++ 2.22E-01 1.07E+04 1.56E+00 8.74E-01 6.88E-01 1.48E+00 + + 575 ++ 2.22E-01 1.07E+04 9.16E-01 7.40E-01 1.76E-01 4.67E-02 + + 576 ++ 2.22E-01 1.07E+04 5.92E-01 5.29E-01 6.28E-02 -1.43E-01 + + 577 ++ 2.22E-01 1.07E+04 1.83E-01 2.54E-01 -7.10E-02 -7.87E-01 + + 578 ++ 2.22E-01 1.07E+04 1.40E-01 1.22E-01 1.79E-02 5.94E-01 + + 579 ++ 2.22E-01 1.07E+04 5.73E-02 4.07E-02 1.66E-02 7.78E-01 + + 580 ++ 1.81E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 581 ++ 1.81E-01 1.07E+04 1.35E+00 8.07E-01 5.42E-01 1.12E+00 + + 582 ++ 1.81E-01 1.07E+04 1.07E+00 8.79E-01 1.87E-01 -8.23E-02 + + 583 ++ 1.81E-01 1.07E+04 9.87E-01 7.16E-01 2.72E-01 4.23E-01 + + 584 ++ 1.81E-01 1.07E+04 5.66E-01 4.92E-01 7.41E-02 -1.16E-01 + + 585 ++ 1.81E-01 1.07E+04 2.55E-01 2.30E-01 2.53E-02 -1.79E-02 + + 586 ++ 1.81E-01 1.07E+04 8.01E-02 3.95E-02 4.06E-02 9.91E-01 + + 587 ++ 1.81E-01 1.07E+04 5.99E-02 1.38E-02 4.61E-02 1.25E+00 + + 588 ++ 1.68E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 589 ++ 1.68E-01 1.07E+04 1.21E-01 2.22E-01 -1.00E-01 -8.90E-01 + + 590 ++ 1.68E-01 1.07E+04 6.87E-01 8.51E-01 -1.64E-01 -3.63E-01 + + 591 ++ 1.68E-01 1.07E+04 9.71E-01 8.81E-01 8.98E-02 4.30E-01 + + 592 ++ 1.68E-01 1.07E+04 7.50E-01 7.43E-01 6.38E-03 1.83E-01 + + 593 ++ 1.68E-01 1.07E+04 4.12E-01 5.10E-01 -9.77E-02 -3.82E-01 + + 594 ++ 1.68E-01 1.07E+04 2.08E-01 2.50E-01 -4.22E-02 -3.41E-01 + + 595 ++ 1.68E-01 1.07E+04 1.06E-01 1.21E-01 -1.52E-02 -2.45E-01 + + 596 ++ 1.68E-01 1.07E+04 7.40E-02 4.18E-02 3.22E-02 7.00E-01 + + 597 ++ 1.44E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 598 ++ 1.44E-01 1.07E+04 1.14E-01 1.48E-01 -3.45E-02 -5.99E-01 + + 599 ++ 1.44E-01 1.07E+04 8.61E-01 7.73E-01 8.80E-02 1.45E-01 + + 600 ++ 1.44E-01 1.07E+04 1.05E+00 8.84E-01 1.64E-01 3.33E-01 + + 601 ++ 1.44E-01 1.07E+04 7.13E-01 7.65E-01 -5.22E-02 -3.65E-01 + + 602 ++ 1.44E-01 1.07E+04 7.40E-01 5.26E-01 2.14E-01 9.48E-01 + + 603 ++ 1.44E-01 1.07E+04 2.27E-01 2.55E-01 -2.78E-02 -5.40E-01 + + 604 ++ 1.44E-01 1.07E+04 1.07E-01 1.22E-01 -1.51E-02 -5.48E-01 + + 605 ++ 1.44E-01 1.07E+04 9.63E-02 4.09E-02 5.54E-02 1.09E+00 + + 606 ++ 1.44E-01 1.07E+04 1.09E-01 1.38E-02 9.50E-02 2.37E+00 + + 607 ++ 3.30E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 608 ++ 3.30E-01 1.07E+04 1.06E+00 7.13E-01 3.46E-01 7.42E-01 + + 609 ++ 3.30E-01 1.07E+04 1.35E+00 8.85E-01 4.63E-01 9.53E-01 + + 610 ++ 3.30E-01 1.07E+04 9.63E-01 7.84E-01 1.79E-01 2.62E-01 + + 611 ++ 3.30E-01 1.07E+04 2.25E-01 5.55E-01 -3.31E-01 -1.77E+00 + + 612 ++ 3.30E-01 1.07E+04 7.58E-02 2.74E-01 -1.98E-01 -1.34E+00 + + 613 ++ 3.30E-01 1.07E+04 6.09E-02 1.31E-01 -6.97E-02 -3.73E-02 + + 614 ++ 3.30E-01 1.07E+04 5.25E-02 4.26E-02 9.92E-03 1.18E+00 + + 615 ++ 2.41E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 616 ++ 2.41E-01 1.07E+04 1.98E-01 3.35E-01 -1.37E-01 -8.28E-01 + + 617 ++ 2.41E-01 1.07E+04 9.14E-01 8.55E-01 5.94E-02 4.17E-01 + + 618 ++ 2.41E-01 1.07E+04 8.27E-01 8.84E-01 -5.75E-02 7.28E-02 + + 619 ++ 2.41E-01 1.07E+04 6.60E-01 7.52E-01 -9.19E-02 -2.79E-02 + + 620 ++ 2.41E-01 1.07E+04 2.02E-01 5.11E-01 -3.09E-01 -1.26E+00 + + 621 ++ 2.41E-01 1.07E+04 1.01E-01 2.43E-01 -1.42E-01 -8.36E-01 + + 622 ++ 7.44E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 623 ++ 7.44E-02 1.07E+04 2.43E-01 5.44E-01 -3.01E-01 -6.99E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 624 ++ 7.44E-02 1.07E+04 1.79E+00 2.34E+00 -5.51E-01 -4.99E-01 + + 625 ++ 7.44E-02 1.07E+04 2.73E+00 2.64E+00 9.47E-02 4.60E-02 + + 626 ++ 7.44E-02 1.07E+04 3.10E+00 2.23E+00 8.72E-01 7.85E-01 + + 627 ++ 7.44E-02 1.07E+04 2.55E+00 1.55E+00 1.00E+00 9.13E-01 + + 628 ++ 7.44E-02 1.07E+04 2.34E+00 7.60E-01 1.58E+00 3.08E+00 + + 629 ++ 7.44E-02 1.07E+04 1.09E+00 3.75E-01 7.13E-01 1.75E-02 + + 630 ++ 7.44E-02 1.07E+04 6.28E-01 1.25E-01 5.03E-01 7.72E-01 + + 631 ++ 7.44E-02 1.07E+04 7.40E-01 4.30E-02 6.97E-01 1.03E+01 + + 632 ++ 1.17E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 633 ++ 1.17E-01 1.07E+04 6.36E-01 8.11E-01 -1.75E-01 -1.74E-01 + + 634 ++ 1.17E-01 1.07E+04 1.36E+00 1.84E+00 -4.74E-01 -3.78E-01 + + 635 ++ 1.17E-01 1.07E+04 2.15E+00 2.66E+00 -5.03E-01 -2.73E-01 + + 636 ++ 1.17E-01 1.07E+04 1.74E+00 2.36E+00 -6.28E-01 -5.62E-01 + + 637 ++ 1.17E-01 1.07E+04 2.57E+00 1.63E+00 9.36E-01 1.62E+00 + + 638 ++ 1.17E-01 1.07E+04 1.15E+00 7.68E-01 3.84E-01 8.35E-01 + + 639 ++ 1.17E-01 1.07E+04 2.43E-01 3.75E-01 -1.32E-01 -2.01E+00 + + 640 ++ 1.17E-01 1.07E+04 3.69E-01 1.27E-01 2.43E-01 1.86E+00 + + 641 ++ 1.17E-01 1.07E+04 1.96E-01 4.37E-02 1.52E-01 2.07E+00 + + 642 ++ 4.23E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 643 ++ 4.23E-01 1.07E+04 1.79E+00 1.38E+00 4.08E-01 -7.30E-01 + + 644 ++ 4.23E-01 1.07E+04 5.37E+00 2.28E+00 3.09E+00 2.28E+00 + + 645 ++ 4.23E-01 1.07E+04 5.97E+00 2.66E+00 3.31E+00 2.14E+00 + + 646 ++ 4.23E-01 1.07E+04 3.23E+00 2.36E+00 8.72E-01 -2.34E-02 + + 647 ++ 4.23E-01 1.07E+04 2.78E-01 1.65E+00 -1.37E+00 -2.90E+00 + + 648 ++ 4.23E-01 1.07E+04 1.02E-01 8.10E-01 -7.08E-01 -1.60E+00 + + 649 ++ 4.23E-01 1.07E+04 9.70E-02 3.94E-01 -2.97E-01 2.15E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 650 ++ 4.23E-01 1.07E+04 5.58E-02 4.56E-02 1.02E-02 2.44E+00 + + 651 ++ 9.66E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 652 ++ 9.66E-02 1.07E+04 1.65E-01 1.98E-01 -3.33E-02 3.82E-01 + + 653 ++ 9.66E-02 1.07E+04 2.01E+00 2.27E+00 -2.59E-01 1.53E-01 + + 654 ++ 9.66E-02 1.07E+04 1.56E+00 2.66E+00 -1.10E+00 -7.08E-01 + + 655 ++ 9.66E-02 1.07E+04 1.98E+00 2.33E+00 -3.46E-01 -4.32E-02 + + 656 ++ 9.66E-02 1.07E+04 1.56E+00 1.63E+00 -7.21E-02 9.99E-02 + + 657 ++ 9.66E-02 1.07E+04 9.17E-01 7.80E-01 1.37E-01 2.04E-01 + + 658 ++ 9.66E-02 1.07E+04 3.42E-01 3.89E-01 -4.61E-02 -1.22E+00 + + 659 ++ 9.66E-02 1.07E+04 3.41E-01 1.29E-01 2.12E-01 1.31E+00 + + 660 ++ 9.66E-02 1.07E+04 3.32E-01 4.26E-02 2.89E-01 4.95E+00 + + 661 ++ 1.52E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 662 ++ 1.52E-01 1.07E+04 4.20E-01 4.97E-01 -7.62E-02 9.82E-02 + + 663 ++ 1.52E-01 1.07E+04 1.26E+00 2.36E+00 -1.10E+00 -8.43E-01 + + 664 ++ 1.52E-01 1.07E+04 2.16E+00 2.66E+00 -5.00E-01 -1.10E-01 + + 665 ++ 1.52E-01 1.07E+04 2.23E+00 2.35E+00 -1.23E-01 2.48E-01 + + 666 ++ 1.52E-01 1.07E+04 1.55E+00 1.66E+00 -1.02E-01 1.82E-01 + + 667 ++ 1.52E-01 1.07E+04 4.62E-01 8.16E-01 -3.54E-01 -1.01E+00 + + 668 ++ 1.52E-01 1.07E+04 3.97E-01 3.91E-01 5.22E-03 7.09E-02 + + 669 ++ 1.52E-01 1.07E+04 1.46E-01 1.31E-01 1.48E-02 3.84E-03 + + 670 ++ 1.52E-01 1.07E+04 1.09E-01 4.56E-02 6.32E-02 1.12E+00 + + 671 ++ 3.70E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 672 ++ 3.70E-01 1.07E+04 1.07E-01 1.69E-01 -6.14E-02 -8.67E-01 + + 673 ++ 3.70E-01 1.07E+04 1.93E+00 2.29E+00 -3.66E-01 -4.10E-01 + + 674 ++ 3.70E-01 1.07E+04 3.17E+00 2.62E+00 5.47E-01 6.12E-01 + + 675 ++ 3.70E-01 1.07E+04 2.76E+00 2.45E+00 3.09E-01 4.71E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 676 ++ 3.70E-01 1.07E+04 8.13E-01 1.71E+00 -8.94E-01 -1.16E+00 + + 677 ++ 3.70E-01 1.07E+04 1.23E-01 8.53E-01 -7.31E-01 -1.57E+00 + + 678 ++ 1.70E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 679 ++ 1.70E-01 1.07E+04 6.32E-01 3.91E-01 2.40E-01 1.80E-01 + + 680 ++ 1.70E-01 1.07E+04 5.55E+00 2.46E+00 3.10E+00 2.09E+00 + + 681 ++ 1.70E-01 1.07E+04 5.52E+00 2.64E+00 2.88E+00 1.72E+00 + + 682 ++ 1.70E-01 1.07E+04 1.80E+00 2.26E+00 -4.52E-01 -1.72E+00 + + 683 ++ 1.70E-01 1.07E+04 2.23E+00 1.57E+00 6.59E-01 3.24E-01 + + 684 ++ 1.70E-01 1.07E+04 4.70E-01 7.66E-01 -2.96E-01 -1.26E+00 + + 685 ++ 1.70E-01 1.07E+04 2.96E-01 3.75E-01 -7.93E-02 -1.58E-01 + + 686 ++ 1.70E-01 1.07E+04 2.29E-01 1.27E-01 1.02E-01 2.04E+00 + + 687 ++ 1.70E-01 1.07E+04 1.84E-01 4.43E-02 1.40E-01 3.52E+00 + + 688 ++ 1.26E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 689 ++ 1.26E-01 1.07E+04 6.07E-01 9.92E-01 -3.85E-01 -9.10E-01 + + 690 ++ 1.26E-01 1.07E+04 1.28E+00 2.46E+00 -1.18E+00 -1.27E+00 + + 691 ++ 1.26E-01 1.07E+04 4.02E+00 2.66E+00 1.37E+00 1.38E+00 + + 692 ++ 1.26E-01 1.07E+04 2.00E+00 2.30E+00 -3.02E-01 -4.52E-01 + + 693 ++ 1.26E-01 1.07E+04 2.64E+00 1.59E+00 1.04E+00 1.61E+00 + + 694 ++ 1.26E-01 1.07E+04 1.16E+00 7.76E-01 3.89E-01 6.61E-01 + + 695 ++ 1.26E-01 1.07E+04 3.61E-01 3.60E-01 6.12E-04 -1.27E+00 + + 696 ++ 1.26E-01 1.07E+04 2.87E-01 1.24E-01 1.63E-01 7.18E-01 + + 697 ++ 1.26E-01 1.07E+04 2.22E-01 4.21E-02 1.80E-01 2.74E+00 + + 698 ++ 1.34E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 699 ++ 1.34E-01 1.07E+04 1.05E+00 1.54E+00 -4.84E-01 -7.66E-01 + + 700 ++ 1.34E-01 1.07E+04 2.58E+00 2.56E+00 2.20E-02 9.00E-02 + + 701 ++ 1.34E-01 1.07E+04 2.33E+00 2.60E+00 -2.74E-01 -2.31E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 702 ++ 1.34E-01 1.07E+04 2.05E+00 2.20E+00 -1.50E-01 -1.48E-01 + + 703 ++ 1.34E-01 1.07E+04 2.49E+00 1.55E+00 9.41E-01 1.76E+00 + + 704 ++ 1.34E-01 1.07E+04 5.67E-01 7.35E-01 -1.68E-01 -7.04E-01 + + 705 ++ 1.34E-01 1.07E+04 1.27E-01 3.55E-01 -2.28E-01 -1.74E+00 + + 706 ++ 1.34E-01 1.07E+04 1.92E-01 1.21E-01 7.13E-02 7.72E-01 + + 707 ++ 1.34E-01 1.07E+04 1.80E-01 4.11E-02 1.39E-01 2.84E+00 + + 708 ++ 4.06E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 709 ++ 4.06E-01 1.07E+04 8.56E-01 8.81E-01 -2.46E-02 3.87E-01 + + 710 ++ 4.06E-01 1.07E+04 6.79E-01 2.37E+00 -1.69E+00 -1.46E+00 + + 711 ++ 4.06E-01 1.07E+04 3.87E+00 2.66E+00 1.21E+00 1.73E+00 + + 712 ++ 4.06E-01 1.07E+04 1.04E+00 2.30E+00 -1.26E+00 -9.56E-01 + + 713 ++ 4.06E-01 1.07E+04 4.20E-01 1.55E+00 -1.13E+00 -1.36E+00 + + 714 ++ 4.06E-01 1.07E+04 1.23E-01 7.60E-01 -6.37E-01 -1.26E+00 + + 715 ++ 1.45E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 716 ++ 1.45E-01 1.07E+04 1.54E+00 6.91E-01 8.50E-01 2.80E+00 + + 717 ++ 1.45E-01 1.07E+04 3.17E+00 2.57E+00 6.04E-01 1.83E-01 + + 718 ++ 1.45E-01 1.07E+04 2.55E+00 2.58E+00 -2.81E-02 -5.14E-01 + + 719 ++ 1.45E-01 1.07E+04 3.30E+00 2.16E+00 1.14E+00 9.25E-01 + + 720 ++ 1.45E-01 1.07E+04 1.43E+00 1.47E+00 -4.37E-02 -7.65E-01 + + 721 ++ 1.45E-01 1.07E+04 1.25E+00 7.12E-01 5.42E-01 1.12E+00 + + 722 ++ 1.45E-01 1.07E+04 7.38E-01 3.43E-01 3.95E-01 1.50E+00 + + 723 ++ 1.45E-01 1.07E+04 2.09E-01 1.13E-01 9.61E-02 -5.67E-02 + + 724 ++ 1.45E-01 1.07E+04 2.30E-01 3.87E-02 1.92E-01 3.27E+00 + + 725 ++ 2.51E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 726 ++ 2.51E-01 1.07E+04 5.44E-01 1.71E+00 -1.16E+00 -1.12E+00 + + 727 ++ 2.51E-01 1.07E+04 2.27E+00 2.65E+00 -3.84E-01 3.02E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 728 ++ 2.51E-01 1.07E+04 1.98E+00 2.57E+00 -5.96E-01 8.37E-02 + + 729 ++ 2.51E-01 1.07E+04 1.11E+00 2.19E+00 -1.07E+00 -6.10E-01 + + 730 ++ 2.51E-01 1.07E+04 5.44E-01 1.54E+00 -9.96E-01 -1.01E+00 + + 731 ++ 2.51E-01 1.07E+04 2.24E-01 7.44E-01 -5.20E-01 -9.69E-01 + + 732 ++ 2.51E-01 1.07E+04 1.17E-01 3.62E-01 -2.45E-01 -6.06E-01 + + 733 ++ 1.93E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 734 ++ 1.93E-01 1.07E+04 4.72E-01 8.93E-01 -4.21E-01 -5.83E-01 + + 735 ++ 1.93E-01 1.07E+04 1.68E+00 2.37E+00 -6.95E-01 -1.86E-01 + + 736 ++ 1.93E-01 1.07E+04 2.35E+00 2.66E+00 -3.13E-01 2.91E-01 + + 737 ++ 1.93E-01 1.07E+04 1.36E+00 2.31E+00 -9.45E-01 -4.77E-01 + + 738 ++ 1.93E-01 1.07E+04 5.44E-01 1.65E+00 -1.10E+00 -1.18E+00 + + 739 ++ 1.93E-01 1.07E+04 3.65E-01 8.17E-01 -4.52E-01 -7.22E-01 + + 740 ++ 1.93E-01 1.07E+04 1.50E-01 3.96E-01 -2.46E-01 -7.18E-01 + + 741 ++ 1.93E-01 1.07E+04 9.71E-02 1.30E-01 -3.32E-02 2.17E-01 + + 742 ++ 1.93E-01 1.07E+04 5.59E-02 4.59E-02 1.00E-02 5.99E-01 + + 743 ++ 1.24E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 744 ++ 1.24E-01 1.07E+04 9.78E-01 8.32E-01 1.46E-01 4.71E-01 + + 745 ++ 1.24E-01 1.07E+04 1.35E+00 2.39E+00 -1.05E+00 -1.24E+00 + + 746 ++ 1.24E-01 1.07E+04 2.19E+00 2.65E+00 -4.53E-01 -5.38E-01 + + 747 ++ 1.24E-01 1.07E+04 4.34E+00 2.28E+00 2.06E+00 2.41E+00 + + 748 ++ 1.24E-01 1.07E+04 1.79E+00 1.59E+00 2.02E-01 2.20E-01 + + 749 ++ 1.24E-01 1.07E+04 2.38E-01 7.47E-01 -5.09E-01 -2.24E+00 + + 750 ++ 1.24E-01 1.07E+04 5.68E-01 3.66E-01 2.02E-01 8.03E-01 + + 751 ++ 1.24E-01 1.07E+04 2.36E-01 1.20E-01 1.16E-01 7.38E-01 + + 752 ++ 1.24E-01 1.07E+04 2.71E-01 4.07E-02 2.30E-01 4.33E+00 + + 753 ++ 4.02E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 754 ++ 4.02E-01 1.07E+04 1.04E+00 1.16E+00 -1.11E-01 6.55E-03 + + 755 ++ 4.02E-01 1.07E+04 3.28E+00 2.25E+00 1.02E+00 1.53E+00 + + 756 ++ 4.02E-01 1.07E+04 1.04E+00 2.66E+00 -1.62E+00 -1.30E+00 + + 757 ++ 4.02E-01 1.07E+04 2.17E+00 2.36E+00 -1.94E-01 2.23E-01 + + 758 ++ 4.02E-01 1.07E+04 2.08E-01 1.67E+00 -1.46E+00 -1.83E+00 + + 759 ++ 4.02E-01 1.07E+04 9.75E-02 8.03E-01 -7.06E-01 -1.24E+00 + + 760 ++ 4.02E-01 1.07E+04 5.02E-02 3.84E-01 -3.33E-01 -4.34E-01 + + 761 ++ 1.74E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 762 ++ 1.74E-01 1.07E+04 7.09E-01 7.73E-01 -6.31E-02 -2.97E-01 + + 763 ++ 1.74E-01 1.07E+04 2.89E+00 2.58E+00 3.08E-01 2.55E-01 + + 764 ++ 1.74E-01 1.07E+04 3.18E+00 2.64E+00 5.46E-01 5.28E-01 + + 765 ++ 1.74E-01 1.07E+04 2.41E+00 2.22E+00 1.88E-01 2.82E-01 + + 766 ++ 1.74E-01 1.07E+04 4.89E-01 1.50E+00 -1.01E+00 -1.68E+00 + + 767 ++ 1.74E-01 1.07E+04 2.96E-01 7.30E-01 -4.35E-01 -1.03E+00 + + 768 ++ 1.74E-01 1.07E+04 1.40E-01 3.54E-01 -2.14E-01 -6.42E-01 + + 769 ++ 1.74E-01 1.07E+04 1.72E-01 1.19E-01 5.33E-02 1.56E+00 + + 770 ++ 1.74E-01 1.07E+04 9.09E-02 4.14E-02 4.95E-02 1.57E+00 + + 771 ++ 2.82E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 772 ++ 2.82E-01 1.07E+04 2.33E+00 2.11E+00 2.23E-01 -2.46E-01 + + 773 ++ 2.82E-01 1.07E+04 4.62E+00 2.65E+00 1.97E+00 1.55E+00 + + 774 ++ 2.82E-01 1.07E+04 3.70E+00 2.59E+00 1.11E+00 7.55E-01 + + 775 ++ 2.82E-01 1.07E+04 1.90E+00 2.22E+00 -3.14E-01 -7.13E-01 + + 776 ++ 2.82E-01 1.07E+04 8.36E-01 1.54E+00 -7.09E-01 -1.35E+00 + + 777 ++ 2.82E-01 1.07E+04 2.62E-01 7.45E-01 -4.83E-01 -1.17E+00 + + 778 ++ 2.82E-01 1.07E+04 1.29E-01 3.58E-01 -2.29E-01 -4.05E-01 + + 779 ++ 2.82E-01 1.07E+04 1.03E-01 1.20E-01 -1.71E-02 1.11E+00 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 780 ++ 2.82E-01 1.07E+04 6.93E-02 4.09E-02 2.84E-02 1.59E+00 + + 781 ++ 2.85E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 782 ++ 2.85E-01 1.07E+04 2.07E+00 1.21E+00 8.59E-01 7.57E-01 + + 783 ++ 2.85E-01 1.07E+04 2.79E+00 2.34E+00 4.54E-01 -4.81E-01 + + 784 ++ 2.85E-01 1.07E+04 5.12E+00 2.65E+00 2.47E+00 1.58E+00 + + 785 ++ 2.85E-01 1.07E+04 3.55E+00 2.31E+00 1.24E+00 6.57E-01 + + 786 ++ 2.85E-01 1.07E+04 1.57E+00 1.56E+00 1.86E-03 -5.29E-01 + + 787 ++ 2.85E-01 1.07E+04 3.26E-01 7.55E-01 -4.29E-01 -1.33E+00 + + 788 ++ 2.85E-01 1.07E+04 1.45E-01 3.66E-01 -2.21E-01 -5.39E-01 + + 789 ++ 2.85E-01 1.07E+04 7.30E-02 1.25E-01 -5.21E-02 6.26E-01 + + 790 ++ 2.85E-01 1.07E+04 1.38E-01 4.40E-02 9.41E-02 3.12E+00 + + 791 ++ 1.16E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 792 ++ 1.16E-01 1.07E+04 3.93E-01 7.29E-01 -3.35E-01 -8.28E-01 + + 793 ++ 1.16E-01 1.07E+04 1.33E+00 2.24E+00 -9.03E-01 -8.90E-01 + + 794 ++ 1.16E-01 1.07E+04 2.92E+00 2.61E+00 3.10E-01 4.89E-01 + + 795 ++ 1.16E-01 1.07E+04 3.24E+00 2.39E+00 8.51E-01 1.11E+00 + + 796 ++ 1.16E-01 1.07E+04 1.14E+00 1.65E+00 -5.10E-01 -8.57E-01 + + 797 ++ 1.16E-01 1.07E+04 8.16E-01 8.15E-01 4.53E-04 -3.64E-01 + + 798 ++ 1.16E-01 1.07E+04 5.90E-01 4.01E-01 1.88E-01 2.82E-01 + + 799 ++ 1.16E-01 1.07E+04 3.22E-01 1.34E-01 1.88E-01 1.01E+00 + + 800 ++ 1.16E-01 1.07E+04 2.48E-01 4.65E-02 2.01E-01 2.98E+00 + + 801 ++ 2.97E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 802 ++ 2.97E-01 1.07E+04 1.27E+00 1.15E+00 1.13E-01 6.15E-01 + + 803 ++ 2.97E-01 1.07E+04 2.22E+00 2.52E+00 -3.01E-01 7.25E-02 + + 804 ++ 2.97E-01 1.07E+04 1.89E+00 2.66E+00 -7.66E-01 -3.66E-01 + + 805 ++ 2.97E-01 1.07E+04 1.36E+00 2.36E+00 -9.99E-01 -7.00E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 806 ++ 2.97E-01 1.07E+04 1.10E+00 1.68E+00 -5.82E-01 -3.94E-01 + + 807 ++ 2.97E-01 1.07E+04 2.67E-01 8.18E-01 -5.51E-01 -9.62E-01 + + 808 ++ 2.97E-01 1.07E+04 6.82E-02 3.87E-01 -3.18E-01 -7.76E-01 + + 809 ++ 9.16E-02 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 810 ++ 9.16E-02 1.07E+04 7.18E-01 1.15E+00 -4.34E-01 -2.58E-01 + + 811 ++ 9.16E-02 1.07E+04 1.82E+00 2.48E+00 -6.59E-01 -1.77E-01 + + 812 ++ 9.16E-02 1.07E+04 2.01E+00 2.65E+00 -6.37E-01 -1.86E-01 + + 813 ++ 9.16E-02 1.07E+04 1.56E+00 2.28E+00 -7.22E-01 -5.15E-01 + + 814 ++ 9.16E-02 1.07E+04 1.85E+00 1.59E+00 2.57E-01 5.08E-01 + + 815 ++ 9.16E-02 1.07E+04 1.26E+00 7.73E-01 4.92E-01 8.50E-01 + + 816 ++ 9.16E-02 1.07E+04 6.82E-01 3.74E-01 3.08E-01 1.51E-02 + + 817 ++ 9.16E-02 1.07E+04 4.35E-01 1.28E-01 3.07E-01 1.31E+00 + + 818 ++ 9.16E-02 1.07E+04 3.18E-01 4.40E-02 2.74E-01 3.55E+00 + + 819 ++ 3.55E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 820 ++ 3.55E-01 1.07E+04 1.03E+00 8.18E-01 2.15E-01 6.76E-01 + + 821 ++ 3.55E-01 1.07E+04 2.84E+00 2.49E+00 3.58E-01 4.83E-01 + + 822 ++ 3.55E-01 1.07E+04 2.49E+00 2.62E+00 -1.27E-01 2.66E-02 + + 823 ++ 3.55E-01 1.07E+04 1.63E+00 2.23E+00 -6.02E-01 -4.92E-01 + + 824 ++ 3.55E-01 1.07E+04 5.36E-01 1.58E+00 -1.04E+00 -1.39E+00 + + 825 ++ 3.55E-01 1.07E+04 1.15E-01 7.63E-01 -6.48E-01 -1.25E+00 + + 826 ++ 3.55E-01 1.07E+04 8.53E-02 3.70E-01 -2.85E-01 -2.06E-01 + + 827 ++ 3.24E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 828 ++ 3.24E-01 1.07E+04 1.53E+00 7.03E-01 8.25E-01 1.77E+00 + + 829 ++ 3.24E-01 1.07E+04 4.31E+00 2.17E+00 2.14E+00 1.56E+00 + + 830 ++ 3.24E-01 1.07E+04 3.71E+00 2.65E+00 1.06E+00 9.87E-02 + + 831 ++ 3.24E-01 1.07E+04 3.32E+00 2.36E+00 9.60E-01 2.67E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 832 ++ 3.24E-01 1.07E+04 1.56E+00 1.62E+00 -6.38E-02 -6.11E-01 + + 833 ++ 3.24E-01 1.07E+04 7.68E-02 7.80E-01 -7.03E-01 -2.03E+00 + + 834 ++ 3.24E-01 1.07E+04 1.16E-01 3.79E-01 -2.62E-01 -3.20E-01 + + 835 ++ 3.24E-01 1.07E+04 9.84E-02 1.25E-01 -2.69E-02 1.55E+00 + + 836 ++ 3.24E-01 1.07E+04 1.07E-01 4.24E-02 6.44E-02 2.88E+00 + + 837 ++ 1.35E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 838 ++ 1.35E-01 1.07E+04 6.42E-01 6.70E-01 -2.76E-02 -5.29E-01 + + 839 ++ 1.35E-01 1.07E+04 2.45E+00 2.58E+00 -1.39E-01 -5.85E-01 + + 840 ++ 1.35E-01 1.07E+04 3.59E+00 2.62E+00 9.72E-01 5.79E-01 + + 841 ++ 1.35E-01 1.07E+04 4.17E+00 2.28E+00 1.88E+00 1.86E+00 + + 842 ++ 1.35E-01 1.07E+04 1.43E+00 1.64E+00 -2.03E-01 -7.33E-01 + + 843 ++ 1.35E-01 1.07E+04 7.34E-01 7.93E-01 -5.85E-02 -4.82E-01 + + 844 ++ 1.35E-01 1.07E+04 3.83E-01 4.02E-01 -1.94E-02 -3.76E-01 + + 845 ++ 1.35E-01 1.07E+04 1.73E-01 1.35E-01 3.86E-02 1.68E-01 + + 846 ++ 1.35E-01 1.07E+04 2.44E-01 4.57E-02 1.98E-01 3.96E+00 + + 847 ++ 3.12E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 848 ++ 3.12E-01 1.07E+04 3.21E+00 1.58E+00 1.63E+00 1.74E+00 + + 849 ++ 3.12E-01 1.07E+04 4.31E+00 2.55E+00 1.77E+00 9.90E-01 + + 850 ++ 3.12E-01 1.07E+04 4.49E+00 2.62E+00 1.87E+00 1.16E+00 + + 851 ++ 3.12E-01 1.07E+04 1.82E+00 2.18E+00 -3.61E-01 -1.08E+00 + + 852 ++ 3.12E-01 1.07E+04 4.78E-01 1.51E+00 -1.04E+00 -2.15E+00 + + 853 ++ 3.12E-01 1.07E+04 1.99E-01 7.26E-01 -5.27E-01 -1.13E+00 + + 854 ++ 3.12E-01 1.07E+04 1.50E-01 3.57E-01 -2.07E-01 3.16E-01 + + 855 ++ 3.12E-01 1.07E+04 8.57E-02 1.20E-01 -3.44E-02 1.67E+00 + + 856 ++ 1.12E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 857 ++ 1.12E-01 1.07E+04 9.81E-02 8.59E-02 1.22E-02 3.71E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 858 ++ 1.12E-01 1.07E+04 2.05E+00 2.36E+00 -3.08E-01 -4.87E-01 + + 859 ++ 1.12E-01 1.07E+04 2.97E+00 2.66E+00 3.12E-01 1.69E-01 + + 860 ++ 1.12E-01 1.07E+04 3.23E+00 2.35E+00 8.76E-01 8.55E-01 + + 861 ++ 1.12E-01 1.07E+04 1.83E+00 1.64E+00 1.98E-01 1.06E-01 + + 862 ++ 1.12E-01 1.07E+04 7.54E-01 7.92E-01 -3.73E-02 -5.94E-01 + + 863 ++ 1.12E-01 1.07E+04 6.13E-01 3.93E-01 2.20E-01 6.68E-01 + + 864 ++ 1.12E-01 1.07E+04 1.36E-01 1.33E-01 2.70E-03 -1.07E+00 + + 865 ++ 1.12E-01 1.07E+04 3.35E-01 4.62E-02 2.89E-01 5.29E+00 + + 866 ++ 1.35E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 867 ++ 1.35E-01 1.07E+04 7.76E-01 9.17E-01 -1.40E-01 1.85E-03 + + 868 ++ 1.35E-01 1.07E+04 1.77E+00 2.25E+00 -4.83E-01 -2.64E-01 + + 869 ++ 1.35E-01 1.07E+04 2.73E+00 2.66E+00 6.78E-02 3.62E-01 + + 870 ++ 1.35E-01 1.07E+04 2.12E+00 2.35E+00 -2.33E-01 1.08E-02 + + 871 ++ 1.35E-01 1.07E+04 7.24E-01 1.60E+00 -8.77E-01 -1.33E+00 + + 872 ++ 1.35E-01 1.07E+04 9.02E-01 7.69E-01 1.34E-01 4.93E-01 + + 873 ++ 1.35E-01 1.07E+04 3.66E-01 3.64E-01 1.95E-03 -3.35E-01 + + 874 ++ 1.35E-01 1.07E+04 2.36E-01 1.22E-01 1.14E-01 9.06E-01 + + 875 ++ 1.35E-01 1.07E+04 1.42E-01 4.21E-02 9.97E-02 1.56E+00 + + 876 ++ 1.59E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 877 ++ 1.59E-01 1.07E+04 6.34E-01 7.01E-01 -6.73E-02 -8.66E-01 + + 878 ++ 1.59E-01 1.07E+04 3.89E+00 2.37E+00 1.52E+00 1.15E+00 + + 879 ++ 1.59E-01 1.07E+04 3.10E+00 2.66E+00 4.36E-01 -1.10E-01 + + 880 ++ 1.59E-01 1.07E+04 3.25E+00 2.34E+00 9.06E-01 5.57E-01 + + 881 ++ 1.59E-01 1.07E+04 1.90E+00 1.60E+00 2.97E-01 1.50E-01 + + 882 ++ 1.59E-01 1.07E+04 4.88E-01 8.03E-01 -3.15E-01 -1.18E+00 + + 883 ++ 1.59E-01 1.07E+04 3.34E-01 3.97E-01 -6.30E-02 -2.56E-01 + +1 + + LINE NO.KA Q DV PRED RES WRES + + 884 ++ 1.59E-01 1.07E+04 1.70E-01 1.36E-01 3.40E-02 6.48E-01 + + 885 ++ 1.59E-01 1.07E+04 1.81E-01 4.75E-02 1.34E-01 2.97E+00 + + 886 ++ 1.48E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 887 ++ 1.48E-01 1.07E+04 8.61E-01 4.86E-01 3.75E-01 1.13E+00 + + 888 ++ 1.48E-01 1.07E+04 3.70E+00 1.98E+00 1.72E+00 1.47E+00 + + 889 ++ 1.48E-01 1.07E+04 3.96E+00 2.65E+00 1.31E+00 5.56E-01 + + 890 ++ 1.48E-01 1.07E+04 3.18E+00 2.42E+00 7.56E-01 1.39E-01 + + 891 ++ 1.48E-01 1.07E+04 1.65E+00 1.75E+00 -9.35E-02 -7.10E-01 + + 892 ++ 1.48E-01 1.07E+04 4.41E-01 8.38E-01 -3.97E-01 -1.42E+00 + + 893 ++ 1.48E-01 1.07E+04 2.85E-01 4.04E-01 -1.19E-01 -5.01E-01 + + 894 ++ 1.48E-01 1.07E+04 3.05E-01 1.39E-01 1.66E-01 2.46E+00 + + 895 ++ 1.48E-01 1.07E+04 2.49E-01 4.89E-02 2.00E-01 4.37E+00 + + 896 ++ 2.21E-01 1.07E+04 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 897 ++ 2.21E-01 1.07E+04 6.96E-01 1.84E+00 -1.14E+00 -1.01E+00 + + 898 ++ 2.21E-01 1.07E+04 1.81E+00 2.54E+00 -7.32E-01 -1.29E-01 + + 899 ++ 2.21E-01 1.07E+04 2.42E+00 2.62E+00 -2.03E-01 4.55E-01 + + 900 ++ 2.21E-01 1.07E+04 1.39E+00 2.30E+00 -9.15E-01 -4.02E-01 + +1TABLE NO. 1 + + + + LINE NO.KA Q DV PRED RES WRES + + 1 ++ 2.21E-01 1.07E+04 6.15E-01 1.57E+00 -9.59E-01 -9.64E-01 + + 2 ++ 2.21E-01 1.07E+04 2.41E-01 7.59E-01 -5.18E-01 -1.01E+00 + + 3 ++ 2.21E-01 1.07E+04 9.75E-02 3.69E-01 -2.71E-01 -8.89E-01 + + 4 ++ 2.21E-01 1.07E+04 8.01E-02 1.27E-01 -4.67E-02 1.40E-01 + + 5 ++ 2.21E-01 1.07E+04 6.57E-02 4.41E-02 2.16E-02 9.40E-01 + +1TABLE NO. 2 + + + + LINE NO.ID V2 V3 DV PRED RES WRES + + 1 ++ 3.10E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 2 ++ 3.20E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 3 ++ 3.30E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 4 ++ 3.40E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 5 ++ 3.50E+01 4.49E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 6 ++ 3.50E+01 4.49E-02 1.79E-01 5.95E-02 2.66E-02 3.30E-02 8.03E-01 + + 7 ++ 3.60E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 8 ++ 3.70E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 9 ++ 3.80E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 10 ++ 3.90E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 11 ++ 4.00E+01 4.47E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 12 ++ 4.00E+01 4.47E-02 1.79E-01 5.77E-02 2.65E-02 3.12E-02 7.60E-01 + + 13 ++ 4.10E+01 4.42E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 14 ++ 4.10E+01 4.42E-02 1.79E-01 5.34E-02 2.51E-02 2.83E-02 6.95E-01 + + 15 ++ 4.20E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 16 ++ 4.30E+01 4.61E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 17 ++ 4.30E+01 4.61E-02 1.79E-01 7.01E-02 2.64E-02 4.37E-02 1.06E+00 + + 18 ++ 4.40E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 19 ++ 4.50E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 20 ++ 4.60E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 21 ++ 4.70E+01 4.44E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 22 ++ 4.70E+01 4.44E-02 1.79E-01 5.30E-02 2.37E-02 2.93E-02 7.34E-01 + + 23 ++ 4.80E+01 4.46E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 24 ++ 4.80E+01 4.46E-02 1.79E-01 5.42E-02 2.25E-02 3.17E-02 7.98E-01 + + 25 ++ 4.90E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 26 ++ 5.00E+01 4.44E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 27 ++ 5.00E+01 4.44E-02 1.79E-01 5.54E-02 2.47E-02 3.08E-02 7.56E-01 + + 28 ++ 5.10E+01 5.18E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 29 ++ 5.10E+01 5.18E-02 1.79E-01 6.18E-02 2.66E-02 3.52E-02 7.84E-01 + + 30 ++ 5.10E+01 5.18E-02 1.79E-01 8.72E-02 2.34E-02 6.38E-02 1.56E+00 + + 31 ++ 5.20E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 32 ++ 5.30E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 33 ++ 5.40E+01 4.53E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 34 ++ 5.40E+01 4.53E-02 1.79E-01 6.11E-02 2.33E-02 3.78E-02 9.49E-01 + + 35 ++ 5.50E+01 4.50E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 36 ++ 5.50E+01 4.50E-02 1.79E-01 5.89E-02 2.34E-02 3.54E-02 8.88E-01 + + 37 ++ 5.60E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 38 ++ 5.70E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 39 ++ 5.80E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 40 ++ 5.90E+01 5.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 41 ++ 5.90E+01 5.20E-02 1.79E-01 6.52E-02 2.65E-02 3.86E-02 8.69E-01 + + 42 ++ 5.90E+01 5.20E-02 1.79E-01 8.55E-02 2.37E-02 6.18E-02 1.51E+00 + + 43 ++ 6.00E+01 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 44 ++ 6.10E+01 5.03E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 45 ++ 6.10E+01 5.03E-02 1.79E-01 6.33E-02 3.32E-02 3.01E-02 4.96E-01 + + 46 ++ 6.10E+01 5.03E-02 1.79E-01 7.37E-02 7.95E-02 -5.77E-03 -6.28E-01 + + 47 ++ 6.10E+01 5.03E-02 1.79E-01 1.90E-01 8.86E-02 1.01E-01 1.51E+00 + + 48 ++ 6.10E+01 5.03E-02 1.79E-01 1.33E-01 8.05E-02 5.26E-02 6.42E-01 + + 49 ++ 6.20E+01 4.27E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 50 ++ 6.20E+01 4.27E-02 1.79E-01 9.72E-02 8.28E-02 1.43E-02 1.92E-01 + + 51 ++ 6.20E+01 4.27E-02 1.79E-01 8.45E-02 8.76E-02 -3.18E-03 -1.70E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 52 ++ 6.20E+01 4.27E-02 1.79E-01 9.98E-02 7.69E-02 2.29E-02 4.01E-01 + + 53 ++ 6.30E+01 3.82E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 54 ++ 6.30E+01 3.82E-02 1.79E-01 7.56E-02 8.45E-02 -8.96E-03 -2.61E-02 + + 55 ++ 6.30E+01 3.82E-02 1.79E-01 6.27E-02 8.83E-02 -2.57E-02 -3.61E-01 + + 56 ++ 6.30E+01 3.82E-02 1.79E-01 6.35E-02 7.69E-02 -1.33E-02 -1.52E-01 + + 57 ++ 6.40E+01 4.01E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 58 ++ 6.40E+01 4.01E-02 1.79E-01 7.90E-02 7.29E-02 6.09E-03 1.86E-01 + + 59 ++ 6.40E+01 4.01E-02 1.79E-01 6.55E-02 8.86E-02 -2.32E-02 -4.09E-01 + + 60 ++ 6.40E+01 4.01E-02 1.79E-01 6.19E-02 5.59E-02 5.98E-03 1.70E-01 + + 61 ++ 6.50E+01 4.17E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 62 ++ 6.50E+01 4.17E-02 1.79E-01 7.98E-02 8.87E-02 -8.90E-03 -2.07E-01 + + 63 ++ 6.50E+01 4.17E-02 1.79E-01 9.54E-02 7.74E-02 1.80E-02 3.60E-01 + + 64 ++ 6.60E+01 3.85E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 65 ++ 6.60E+01 3.85E-02 1.79E-01 5.35E-02 8.70E-02 -3.35E-02 -5.11E-01 + + 66 ++ 6.60E+01 3.85E-02 1.79E-01 7.88E-02 8.62E-02 -7.42E-03 9.90E-03 + + 67 ++ 6.70E+01 3.77E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 68 ++ 6.70E+01 3.77E-02 1.79E-01 5.66E-02 8.82E-02 -3.16E-02 -4.50E-01 + + 69 ++ 6.70E+01 3.77E-02 1.79E-01 6.19E-02 7.55E-02 -1.36E-02 -1.36E-01 + + 70 ++ 6.80E+01 4.50E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 71 ++ 6.80E+01 4.50E-02 1.79E-01 6.76E-02 5.28E-02 1.48E-02 1.02E-01 + + 72 ++ 6.80E+01 4.50E-02 1.79E-01 1.19E-01 8.52E-02 3.39E-02 3.63E-01 + + 73 ++ 6.80E+01 4.50E-02 1.79E-01 1.33E-01 8.81E-02 4.52E-02 5.86E-01 + + 74 ++ 6.80E+01 4.50E-02 1.79E-01 9.24E-02 7.42E-02 1.82E-02 1.32E-01 + + 75 ++ 6.80E+01 4.50E-02 1.79E-01 5.75E-02 5.17E-02 5.76E-03 -1.37E-02 + + 76 ++ 6.90E+01 4.38E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 77 ++ 6.90E+01 4.38E-02 1.79E-01 9.65E-02 4.87E-02 4.78E-02 9.84E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 78 ++ 6.90E+01 4.38E-02 1.79E-01 9.13E-02 8.03E-02 1.10E-02 3.77E-03 + + 79 ++ 6.90E+01 4.38E-02 1.79E-01 9.51E-02 8.86E-02 6.49E-03 -1.01E-01 + + 80 ++ 6.90E+01 4.38E-02 1.79E-01 1.04E-01 7.90E-02 2.47E-02 3.25E-01 + + 81 ++ 7.00E+01 4.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 82 ++ 7.00E+01 4.19E-02 1.79E-01 5.05E-02 4.48E-02 5.76E-03 1.11E-01 + + 83 ++ 7.00E+01 4.19E-02 1.79E-01 6.54E-02 8.55E-02 -2.02E-02 -4.58E-01 + + 84 ++ 7.00E+01 4.19E-02 1.79E-01 1.16E-01 8.70E-02 2.91E-02 5.47E-01 + + 85 ++ 7.00E+01 4.19E-02 1.79E-01 7.95E-02 7.68E-02 2.72E-03 1.80E-02 + + 86 ++ 7.10E+01 4.48E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 87 ++ 7.10E+01 4.48E-02 1.79E-01 7.76E-02 5.76E-02 2.00E-02 2.67E-01 + + 88 ++ 7.10E+01 4.48E-02 1.79E-01 1.19E-01 8.36E-02 3.56E-02 4.90E-01 + + 89 ++ 7.10E+01 4.48E-02 1.79E-01 8.50E-02 8.83E-02 -3.31E-03 -3.11E-01 + + 90 ++ 7.10E+01 4.48E-02 1.79E-01 1.13E-01 7.64E-02 3.66E-02 5.83E-01 + + 91 ++ 7.20E+01 4.90E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 92 ++ 7.20E+01 4.90E-02 1.79E-01 7.38E-02 4.11E-02 3.27E-02 6.06E-01 + + 93 ++ 7.20E+01 4.90E-02 1.79E-01 6.92E-02 7.31E-02 -3.84E-03 -3.94E-01 + + 94 ++ 7.20E+01 4.90E-02 1.79E-01 1.29E-01 8.84E-02 4.02E-02 4.68E-01 + + 95 ++ 7.20E+01 4.90E-02 1.79E-01 1.08E-01 7.98E-02 2.86E-02 2.95E-01 + + 96 ++ 7.20E+01 4.90E-02 1.79E-01 1.05E-01 5.51E-02 4.97E-02 9.83E-01 + + 97 ++ 7.30E+01 4.99E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 98 ++ 7.30E+01 4.99E-02 1.79E-01 8.57E-02 7.57E-02 9.94E-03 -1.17E-01 + + 99 ++ 7.30E+01 4.99E-02 1.79E-01 1.15E-01 8.85E-02 2.65E-02 1.79E-01 + + 100 ++ 7.30E+01 4.99E-02 1.79E-01 1.35E-01 7.64E-02 5.84E-02 9.48E-01 + + 101 ++ 7.30E+01 4.99E-02 1.79E-01 9.42E-02 5.41E-02 4.01E-02 7.51E-01 + + 102 ++ 7.40E+01 5.31E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 103 ++ 7.40E+01 5.31E-02 1.79E-01 1.12E-01 7.63E-02 3.59E-02 8.26E-02 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 104 ++ 7.40E+01 5.31E-02 1.79E-01 1.78E-01 8.86E-02 8.92E-02 1.07E+00 + + 105 ++ 7.40E+01 5.31E-02 1.79E-01 1.73E-01 7.99E-02 9.28E-02 1.32E+00 + + 106 ++ 7.40E+01 5.31E-02 1.79E-01 8.10E-02 5.80E-02 2.30E-02 1.23E-01 + + 107 ++ 7.50E+01 5.17E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 108 ++ 7.50E+01 5.17E-02 1.79E-01 1.04E-01 7.92E-02 2.46E-02 -2.01E-02 + + 109 ++ 7.50E+01 5.17E-02 1.79E-01 1.42E-01 8.83E-02 5.39E-02 5.35E-01 + + 110 ++ 7.50E+01 5.17E-02 1.79E-01 1.81E-01 7.63E-02 1.05E-01 1.79E+00 + + 111 ++ 7.50E+01 5.17E-02 1.79E-01 5.20E-02 5.32E-02 -1.21E-03 -3.14E-01 + + 112 ++ 7.60E+01 4.25E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 113 ++ 7.60E+01 4.25E-02 1.79E-01 8.39E-02 7.54E-02 8.47E-03 7.13E-02 + + 114 ++ 7.60E+01 4.25E-02 1.79E-01 1.06E-01 8.86E-02 1.75E-02 2.38E-01 + + 115 ++ 7.60E+01 4.25E-02 1.79E-01 8.67E-02 7.83E-02 8.48E-03 8.05E-02 + + 116 ++ 7.70E+01 5.94E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 117 ++ 7.70E+01 5.94E-02 1.79E-01 1.36E-01 7.32E-02 6.28E-02 5.38E-01 + + 118 ++ 7.70E+01 5.94E-02 1.79E-01 1.54E-01 8.72E-02 6.64E-02 4.54E-01 + + 119 ++ 7.70E+01 5.94E-02 1.79E-01 2.22E-01 7.98E-02 1.42E-01 2.22E+00 + + 120 ++ 7.80E+01 3.82E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 121 ++ 7.80E+01 3.82E-02 1.79E-01 5.58E-02 8.72E-02 -3.14E-02 -4.60E-01 + + 122 ++ 7.80E+01 3.82E-02 1.79E-01 6.84E-02 8.03E-02 -1.19E-02 -9.48E-02 + + 123 ++ 7.80E+01 3.82E-02 1.79E-01 5.26E-02 5.50E-02 -2.36E-03 3.32E-02 + + 124 ++ 7.90E+01 4.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 125 ++ 7.90E+01 4.06E-02 1.79E-01 7.76E-02 6.11E-02 1.65E-02 3.35E-01 + + 126 ++ 7.90E+01 4.06E-02 1.79E-01 1.12E-01 8.66E-02 2.54E-02 4.68E-01 + + 127 ++ 7.90E+01 4.06E-02 1.79E-01 6.60E-02 8.66E-02 -2.06E-02 -4.64E-01 + + 128 ++ 7.90E+01 4.06E-02 1.79E-01 6.94E-02 7.49E-02 -5.56E-03 -1.54E-01 + + 129 ++ 8.00E+01 4.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 130 ++ 8.00E+01 4.06E-02 1.79E-01 5.58E-02 8.13E-02 -2.55E-02 -4.83E-01 + + 131 ++ 8.00E+01 4.06E-02 1.79E-01 1.01E-01 8.79E-02 1.36E-02 3.22E-01 + + 132 ++ 8.10E+01 5.91E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 133 ++ 8.10E+01 5.91E-02 1.79E-01 2.56E-01 8.16E-02 1.74E-01 2.34E+00 + + 134 ++ 8.10E+01 5.91E-02 1.79E-01 2.06E-01 8.87E-02 1.18E-01 1.06E+00 + + 135 ++ 8.10E+01 5.91E-02 1.79E-01 1.78E-01 7.92E-02 9.85E-02 9.55E-01 + + 136 ++ 8.10E+01 5.91E-02 1.79E-01 9.08E-02 5.25E-02 3.83E-02 3.00E-01 + + 137 ++ 8.20E+01 3.94E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 138 ++ 8.20E+01 3.94E-02 1.79E-01 5.44E-02 8.21E-02 -2.77E-02 -4.77E-01 + + 139 ++ 8.20E+01 3.94E-02 1.79E-01 1.05E-01 8.86E-02 1.61E-02 4.25E-01 + + 140 ++ 8.20E+01 3.94E-02 1.79E-01 5.90E-02 7.94E-02 -2.04E-02 -3.45E-01 + + 141 ++ 8.30E+01 4.95E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 142 ++ 8.30E+01 4.95E-02 1.79E-01 6.56E-02 4.88E-02 1.68E-02 4.11E-02 + + 143 ++ 8.30E+01 4.95E-02 1.79E-01 1.35E-01 8.46E-02 5.06E-02 5.25E-01 + + 144 ++ 8.30E+01 4.95E-02 1.79E-01 1.36E-01 8.68E-02 4.91E-02 4.99E-01 + + 145 ++ 8.30E+01 4.95E-02 1.79E-01 1.32E-01 7.37E-02 5.88E-02 8.67E-01 + + 146 ++ 8.30E+01 4.95E-02 1.79E-01 6.59E-02 5.17E-02 1.42E-02 9.00E-02 + + 147 ++ 8.40E+01 4.30E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 148 ++ 8.40E+01 4.30E-02 1.79E-01 9.62E-02 7.90E-02 1.72E-02 1.78E-01 + + 149 ++ 8.40E+01 4.30E-02 1.79E-01 1.26E-01 8.85E-02 3.75E-02 5.65E-01 + + 150 ++ 8.40E+01 4.30E-02 1.79E-01 8.12E-02 8.07E-02 5.13E-04 -1.58E-01 + + 151 ++ 8.40E+01 4.30E-02 1.79E-01 6.04E-02 5.50E-02 5.47E-03 3.50E-02 + + 152 ++ 8.50E+01 5.38E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 153 ++ 8.50E+01 5.38E-02 1.79E-01 1.74E-01 8.80E-02 8.59E-02 9.76E-01 + + 154 ++ 8.50E+01 5.38E-02 1.79E-01 1.58E-01 8.55E-02 7.25E-02 7.68E-01 + + 155 ++ 8.50E+01 5.38E-02 1.79E-01 1.41E-01 7.23E-02 6.90E-02 9.23E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 156 ++ 8.60E+01 4.63E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 157 ++ 8.60E+01 4.63E-02 1.79E-01 6.59E-02 7.38E-02 -7.89E-03 -4.29E-01 + + 158 ++ 8.60E+01 4.63E-02 1.79E-01 1.42E-01 8.85E-02 5.34E-02 7.96E-01 + + 159 ++ 8.60E+01 4.63E-02 1.79E-01 1.16E-01 7.89E-02 3.72E-02 5.45E-01 + + 160 ++ 8.70E+01 4.80E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 161 ++ 8.70E+01 4.80E-02 1.79E-01 9.69E-02 7.75E-02 1.94E-02 7.05E-02 + + 162 ++ 8.70E+01 4.80E-02 1.79E-01 1.18E-01 8.86E-02 2.97E-02 2.41E-01 + + 163 ++ 8.70E+01 4.80E-02 1.79E-01 1.40E-01 7.81E-02 6.20E-02 1.01E+00 + + 164 ++ 8.80E+01 4.65E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 165 ++ 8.80E+01 4.65E-02 1.79E-01 5.62E-02 4.59E-02 1.03E-02 6.09E-02 + + 166 ++ 8.80E+01 4.65E-02 1.79E-01 1.18E-01 8.42E-02 3.37E-02 4.14E-01 + + 167 ++ 8.80E+01 4.65E-02 1.79E-01 8.84E-02 8.80E-02 3.55E-04 -2.73E-01 + + 168 ++ 8.80E+01 4.65E-02 1.79E-01 1.32E-01 7.60E-02 5.58E-02 9.66E-01 + + 169 ++ 8.90E+01 4.17E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 170 ++ 8.90E+01 4.17E-02 1.79E-01 5.76E-02 5.41E-02 3.46E-03 7.40E-02 + + 171 ++ 9.00E+01 4.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 172 ++ 9.00E+01 4.19E-02 1.79E-01 5.41E-02 8.44E-02 -3.04E-02 -6.45E-01 + + 173 ++ 9.00E+01 4.19E-02 1.79E-01 1.24E-01 8.76E-02 3.69E-02 7.27E-01 + + 174 ++ 9.00E+01 4.19E-02 1.79E-01 7.59E-02 7.51E-02 7.44E-04 -5.10E-03 + + 175 ++ 9.10E+01 5.88E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 176 ++ 9.10E+01 5.88E-02 1.79E-01 2.57E-01 1.35E-01 1.22E-01 -2.52E-01 + + 177 ++ 9.10E+01 5.88E-02 1.79E-01 7.08E-01 2.51E-01 4.57E-01 2.28E+00 + + 178 ++ 9.10E+01 5.88E-02 1.79E-01 5.86E-01 2.66E-01 3.20E-01 8.37E-01 + + 179 ++ 9.10E+01 5.88E-02 1.79E-01 6.50E-01 2.30E-01 4.20E-01 2.58E+00 + + 180 ++ 9.10E+01 5.88E-02 1.79E-01 1.85E-01 1.63E-01 2.23E-02 -1.17E+00 + + 181 ++ 9.20E+01 4.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 182 ++ 9.20E+01 4.11E-02 1.79E-01 8.67E-02 1.42E-01 -5.56E-02 -5.05E-01 + + 183 ++ 9.20E+01 4.11E-02 1.79E-01 1.80E-01 2.56E-01 -7.62E-02 -4.02E-01 + + 184 ++ 9.20E+01 4.11E-02 1.79E-01 1.99E-01 2.63E-01 -6.38E-02 -2.96E-01 + + 185 ++ 9.20E+01 4.11E-02 1.79E-01 1.94E-01 2.23E-01 -2.96E-02 -6.44E-02 + + 186 ++ 9.20E+01 4.11E-02 1.79E-01 2.12E-01 1.59E-01 5.28E-02 9.36E-01 + + 187 ++ 9.20E+01 4.11E-02 1.79E-01 7.67E-02 7.86E-02 -1.82E-03 -1.32E-01 + + 188 ++ 9.30E+01 3.25E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 189 ++ 9.30E+01 3.25E-02 1.79E-01 1.76E-01 1.56E-01 2.01E-02 4.90E-01 + + 190 ++ 9.30E+01 3.25E-02 1.79E-01 2.79E-01 2.52E-01 2.70E-02 4.94E-01 + + 191 ++ 9.30E+01 3.25E-02 1.79E-01 1.91E-01 2.66E-01 -7.50E-02 -4.79E-01 + + 192 ++ 9.30E+01 3.25E-02 1.79E-01 1.85E-01 2.36E-01 -5.10E-02 -2.88E-01 + + 193 ++ 9.30E+01 3.25E-02 1.79E-01 5.51E-02 1.63E-01 -1.08E-01 -1.29E+00 + + 194 ++ 9.40E+01 3.52E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 195 ++ 9.40E+01 3.52E-02 1.79E-01 1.39E-01 1.99E-01 -6.05E-02 -3.03E-01 + + 196 ++ 9.40E+01 3.52E-02 1.79E-01 1.63E-01 2.61E-01 -9.86E-02 -5.27E-01 + + 197 ++ 9.40E+01 3.52E-02 1.79E-01 2.59E-01 2.44E-01 1.52E-02 5.76E-01 + + 198 ++ 9.40E+01 3.52E-02 1.79E-01 6.46E-02 1.68E-01 -1.04E-01 -1.13E+00 + + 199 ++ 9.50E+01 4.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 200 ++ 9.50E+01 4.06E-02 1.79E-01 5.69E-02 9.11E-02 -3.42E-02 -4.51E-01 + + 201 ++ 9.50E+01 4.06E-02 1.79E-01 1.11E-01 2.62E-01 -1.51E-01 -1.21E+00 + + 202 ++ 9.50E+01 4.06E-02 1.79E-01 3.59E-01 2.62E-01 9.70E-02 1.17E+00 + + 203 ++ 9.50E+01 4.06E-02 1.79E-01 2.00E-01 2.23E-01 -2.33E-02 -6.11E-02 + + 204 ++ 9.50E+01 4.06E-02 1.79E-01 1.26E-01 1.53E-01 -2.69E-02 -2.99E-01 + + 205 ++ 9.50E+01 4.06E-02 1.79E-01 7.35E-02 7.47E-02 -1.17E-03 -7.78E-02 + + 206 ++ 9.50E+01 4.06E-02 1.79E-01 6.30E-02 3.62E-02 2.67E-02 5.60E-01 + + 207 ++ 9.60E+01 3.81E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 208 ++ 9.60E+01 3.81E-02 1.79E-01 6.80E-02 1.03E-01 -3.50E-02 -4.01E-01 + + 209 ++ 9.60E+01 3.81E-02 1.79E-01 1.66E-01 2.43E-01 -7.75E-02 -5.03E-01 + + 210 ++ 9.60E+01 3.81E-02 1.79E-01 2.07E-01 2.66E-01 -5.94E-02 -2.76E-01 + + 211 ++ 9.60E+01 3.81E-02 1.79E-01 3.15E-01 2.36E-01 7.86E-02 1.13E+00 + + 212 ++ 9.60E+01 3.81E-02 1.79E-01 5.58E-02 1.61E-01 -1.05E-01 -1.31E+00 + + 213 ++ 9.70E+01 3.39E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 214 ++ 9.70E+01 3.39E-02 1.79E-01 1.92E-01 2.31E-01 -3.89E-02 -9.41E-02 + + 215 ++ 9.70E+01 3.39E-02 1.79E-01 2.31E-01 2.66E-01 -3.50E-02 -9.26E-03 + + 216 ++ 9.70E+01 3.39E-02 1.79E-01 1.78E-01 2.26E-01 -4.77E-02 -2.09E-01 + + 217 ++ 9.70E+01 3.39E-02 1.79E-01 8.06E-02 1.58E-01 -7.69E-02 -8.65E-01 + + 218 ++ 9.80E+01 6.31E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 219 ++ 9.80E+01 6.31E-02 1.79E-01 1.32E-01 1.19E-01 1.38E-02 4.24E-01 + + 220 ++ 9.80E+01 6.31E-02 1.79E-01 1.00E-01 2.38E-01 -1.37E-01 -1.31E+00 + + 221 ++ 9.80E+01 6.31E-02 1.79E-01 3.15E-01 2.66E-01 4.86E-02 5.29E-01 + + 222 ++ 9.80E+01 6.31E-02 1.79E-01 2.36E-01 2.28E-01 7.25E-03 2.38E-02 + + 223 ++ 9.80E+01 6.31E-02 1.79E-01 2.59E-01 1.60E-01 9.92E-02 1.19E+00 + + 224 ++ 9.80E+01 6.31E-02 1.79E-01 1.33E-01 7.82E-02 5.48E-02 5.63E-01 + + 225 ++ 9.80E+01 6.31E-02 1.79E-01 1.26E-01 3.89E-02 8.70E-02 1.57E+00 + + 226 ++ 9.80E+01 6.31E-02 1.79E-01 7.18E-02 1.33E-02 5.85E-02 1.20E+00 + + 227 ++ 9.80E+01 6.31E-02 1.79E-01 5.21E-02 4.51E-03 4.76E-02 1.11E+00 + + 228 ++ 9.90E+01 4.57E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 229 ++ 9.90E+01 4.57E-02 1.79E-01 1.20E-01 1.41E-01 -2.06E-02 -6.88E-01 + + 230 ++ 9.90E+01 4.57E-02 1.79E-01 3.69E-01 2.62E-01 1.07E-01 6.41E-01 + + 231 ++ 9.90E+01 4.57E-02 1.79E-01 3.89E-01 2.57E-01 1.32E-01 9.17E-01 + + 232 ++ 9.90E+01 4.57E-02 1.79E-01 1.93E-01 2.17E-01 -2.39E-02 -6.40E-01 + + 233 ++ 9.90E+01 4.57E-02 1.79E-01 1.91E-01 1.49E-01 4.20E-02 3.75E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 234 ++ 9.90E+01 4.57E-02 1.79E-01 8.72E-02 7.37E-02 1.36E-02 1.86E-01 + + 235 ++ 1.00E+02 3.28E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 236 ++ 1.00E+02 3.28E-02 1.79E-01 1.21E-01 2.00E-01 -7.89E-02 -3.82E-01 + + 237 ++ 1.00E+02 3.28E-02 1.79E-01 2.08E-01 2.64E-01 -5.62E-02 1.75E-02 + + 238 ++ 1.00E+02 3.28E-02 1.79E-01 1.17E-01 2.26E-01 -1.09E-01 -6.93E-01 + + 239 ++ 1.00E+02 3.28E-02 1.79E-01 9.80E-02 1.59E-01 -6.08E-02 -4.82E-01 + + 240 ++ 1.01E+02 3.83E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 241 ++ 1.01E+02 3.83E-02 1.79E-01 6.85E-02 6.35E-02 5.04E-03 -6.43E-02 + + 242 ++ 1.01E+02 3.83E-02 1.79E-01 2.95E-01 2.31E-01 6.34E-02 4.26E-01 + + 243 ++ 1.01E+02 3.83E-02 1.79E-01 3.90E-01 2.66E-01 1.24E-01 9.54E-01 + + 244 ++ 1.01E+02 3.83E-02 1.79E-01 1.88E-01 2.35E-01 -4.74E-02 -7.03E-01 + + 245 ++ 1.01E+02 3.83E-02 1.79E-01 1.32E-01 1.69E-01 -3.71E-02 -6.23E-01 + + 246 ++ 1.02E+02 4.40E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 247 ++ 1.02E+02 4.40E-02 1.79E-01 1.80E-01 1.03E-01 7.70E-02 4.17E-01 + + 248 ++ 1.02E+02 4.40E-02 1.79E-01 4.55E-01 2.53E-01 2.02E-01 8.75E-01 + + 249 ++ 1.02E+02 4.40E-02 1.79E-01 5.31E-01 2.65E-01 2.67E-01 1.48E+00 + + 250 ++ 1.02E+02 4.40E-02 1.79E-01 3.12E-01 2.27E-01 8.54E-02 -1.35E-02 + + 251 ++ 1.02E+02 4.40E-02 1.79E-01 1.41E-01 1.57E-01 -1.55E-02 -8.56E-01 + + 252 ++ 1.03E+02 4.30E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 253 ++ 1.03E+02 4.30E-02 1.79E-01 1.52E-01 2.01E-01 -4.97E-02 -3.79E-02 + + 254 ++ 1.03E+02 4.30E-02 1.79E-01 1.65E-01 2.65E-01 -1.00E-01 -4.45E-01 + + 255 ++ 1.03E+02 4.30E-02 1.79E-01 1.79E-01 2.39E-01 -6.04E-02 -1.89E-01 + + 256 ++ 1.03E+02 4.30E-02 1.79E-01 1.10E-01 1.63E-01 -5.33E-02 -5.32E-01 + + 257 ++ 1.03E+02 4.30E-02 1.79E-01 1.08E-01 8.05E-02 2.78E-02 4.64E-01 + + 258 ++ 1.03E+02 4.30E-02 1.79E-01 9.22E-02 3.77E-02 5.45E-02 1.09E+00 + + 259 ++ 1.03E+02 4.30E-02 1.79E-01 5.54E-02 4.56E-03 5.08E-02 1.25E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 260 ++ 1.04E+02 3.78E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 261 ++ 1.04E+02 3.78E-02 1.79E-01 1.60E-01 2.11E-01 -5.09E-02 -2.57E-01 + + 262 ++ 1.04E+02 3.78E-02 1.79E-01 2.15E-01 2.66E-01 -5.05E-02 -1.68E-01 + + 263 ++ 1.04E+02 3.78E-02 1.79E-01 1.73E-01 2.33E-01 -5.99E-02 -3.65E-01 + + 264 ++ 1.04E+02 3.78E-02 1.79E-01 1.61E-01 1.60E-01 1.47E-03 2.16E-01 + + 265 ++ 1.04E+02 3.78E-02 1.79E-01 8.04E-02 7.85E-02 1.96E-03 4.88E-02 + + 266 ++ 1.05E+02 4.83E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 267 ++ 1.05E+02 4.83E-02 1.79E-01 2.15E-01 7.84E-02 1.37E-01 1.98E+00 + + 268 ++ 1.05E+02 4.83E-02 1.79E-01 2.18E-01 2.39E-01 -2.03E-02 -1.37E+00 + + 269 ++ 1.05E+02 4.83E-02 1.79E-01 5.62E-01 2.66E-01 2.97E-01 1.73E+00 + + 270 ++ 1.05E+02 4.83E-02 1.79E-01 4.93E-01 2.25E-01 2.68E-01 2.02E+00 + + 271 ++ 1.05E+02 4.83E-02 1.79E-01 1.06E-01 1.55E-01 -4.84E-02 -1.41E+00 + + 272 ++ 1.06E+02 3.51E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 273 ++ 1.06E+02 3.51E-02 1.79E-01 1.63E-01 2.05E-01 -4.22E-02 -6.98E-03 + + 274 ++ 1.06E+02 3.51E-02 1.79E-01 1.44E-01 2.65E-01 -1.21E-01 -6.88E-01 + + 275 ++ 1.06E+02 3.51E-02 1.79E-01 1.69E-01 2.30E-01 -6.11E-02 -2.28E-01 + + 276 ++ 1.07E+02 3.59E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 277 ++ 1.07E+02 3.59E-02 1.79E-01 8.51E-02 6.48E-02 2.04E-02 4.97E-01 + + 278 ++ 1.07E+02 3.59E-02 1.79E-01 2.24E-01 2.22E-01 2.88E-03 1.14E-01 + + 279 ++ 1.07E+02 3.59E-02 1.79E-01 2.38E-01 2.66E-01 -2.77E-02 -1.63E-01 + + 280 ++ 1.07E+02 3.59E-02 1.79E-01 2.78E-01 2.40E-01 3.76E-02 5.23E-01 + + 281 ++ 1.07E+02 3.59E-02 1.79E-01 5.02E-02 1.69E-01 -1.19E-01 -1.53E+00 + + 282 ++ 1.08E+02 3.69E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 283 ++ 1.08E+02 3.69E-02 1.79E-01 2.29E-01 2.38E-01 -8.77E-03 3.28E-01 + + 284 ++ 1.08E+02 3.69E-02 1.79E-01 1.94E-01 2.66E-01 -7.17E-02 -2.74E-01 + + 285 ++ 1.08E+02 3.69E-02 1.79E-01 8.71E-02 2.37E-01 -1.50E-01 -1.22E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 286 ++ 1.08E+02 3.69E-02 1.79E-01 1.72E-01 1.62E-01 1.07E-02 4.41E-01 + + 287 ++ 1.08E+02 3.69E-02 1.79E-01 7.84E-02 8.02E-02 -1.86E-03 2.38E-02 + + 288 ++ 1.09E+02 4.53E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 289 ++ 1.09E+02 4.53E-02 1.79E-01 2.03E-01 2.35E-01 -3.22E-02 9.58E-02 + + 290 ++ 1.09E+02 4.53E-02 1.79E-01 1.27E-01 2.66E-01 -1.39E-01 -9.29E-01 + + 291 ++ 1.09E+02 4.53E-02 1.79E-01 1.96E-01 2.34E-01 -3.74E-02 -8.76E-02 + + 292 ++ 1.09E+02 4.53E-02 1.79E-01 1.72E-01 1.61E-01 1.08E-02 2.70E-01 + + 293 ++ 1.09E+02 4.53E-02 1.79E-01 1.45E-01 7.92E-02 6.63E-02 1.18E+00 + + 294 ++ 1.09E+02 4.53E-02 1.79E-01 6.77E-02 3.83E-02 2.93E-02 3.97E-01 + + 295 ++ 1.10E+02 3.66E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 296 ++ 1.10E+02 3.66E-02 1.79E-01 1.92E-01 1.45E-01 4.72E-02 6.33E-01 + + 297 ++ 1.10E+02 3.66E-02 1.79E-01 2.78E-01 2.39E-01 3.94E-02 3.35E-01 + + 298 ++ 1.10E+02 3.66E-02 1.79E-01 2.43E-01 2.65E-01 -2.21E-02 -2.70E-01 + + 299 ++ 1.10E+02 3.66E-02 1.79E-01 2.38E-01 2.40E-01 -1.85E-03 -5.74E-02 + + 300 ++ 1.10E+02 3.66E-02 1.79E-01 1.16E-01 1.60E-01 -4.44E-02 -6.27E-01 + + 301 ++ 1.11E+02 4.18E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 302 ++ 1.11E+02 4.18E-02 1.79E-01 1.17E-01 1.04E-01 1.27E-02 -7.38E-01 + + 303 ++ 1.11E+02 4.18E-02 1.79E-01 5.36E-01 2.34E-01 3.01E-01 2.09E+00 + + 304 ++ 1.11E+02 4.18E-02 1.79E-01 4.97E-01 2.65E-01 2.32E-01 1.16E+00 + + 305 ++ 1.11E+02 4.18E-02 1.79E-01 3.21E-01 2.41E-01 7.98E-02 -1.11E-01 + + 306 ++ 1.11E+02 4.18E-02 1.79E-01 1.30E-01 1.72E-01 -4.21E-02 -1.24E+00 + + 307 ++ 1.12E+02 4.37E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 308 ++ 1.12E+02 4.37E-02 1.79E-01 1.70E-01 1.21E-01 4.95E-02 1.63E-01 + + 309 ++ 1.12E+02 4.37E-02 1.79E-01 3.64E-01 2.58E-01 1.06E-01 3.12E-01 + + 310 ++ 1.12E+02 4.37E-02 1.79E-01 4.15E-01 2.60E-01 1.55E-01 8.30E-01 + + 311 ++ 1.12E+02 4.37E-02 1.79E-01 3.14E-01 2.18E-01 9.69E-02 5.14E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 312 ++ 1.12E+02 4.37E-02 1.79E-01 1.40E-01 1.49E-01 -8.82E-03 -5.26E-01 + + 313 ++ 1.12E+02 4.37E-02 1.79E-01 6.54E-02 7.34E-02 -7.96E-03 -1.59E-01 + + 314 ++ 1.13E+02 5.04E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 315 ++ 1.13E+02 5.04E-02 1.79E-01 1.51E-01 1.38E-01 1.29E-02 -5.08E-01 + + 316 ++ 1.13E+02 5.04E-02 1.79E-01 4.23E-01 2.61E-01 1.62E-01 8.16E-01 + + 317 ++ 1.13E+02 5.04E-02 1.79E-01 3.97E-01 2.51E-01 1.46E-01 7.50E-01 + + 318 ++ 1.13E+02 5.04E-02 1.79E-01 2.79E-01 2.19E-01 6.05E-02 8.34E-03 + + 319 ++ 1.13E+02 5.04E-02 1.79E-01 2.32E-01 1.55E-01 7.73E-02 6.34E-01 + + 320 ++ 1.14E+02 4.43E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 321 ++ 1.14E+02 4.43E-02 1.79E-01 1.63E-01 1.97E-01 -3.35E-02 -2.76E-01 + + 322 ++ 1.14E+02 4.43E-02 1.79E-01 1.17E-01 2.59E-01 -1.42E-01 -1.26E+00 + + 323 ++ 1.14E+02 4.43E-02 1.79E-01 3.70E-01 2.45E-01 1.24E-01 1.38E+00 + + 324 ++ 1.14E+02 4.43E-02 1.79E-01 1.75E-01 1.69E-01 6.10E-03 1.08E-01 + + 325 ++ 1.15E+02 3.53E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 326 ++ 1.15E+02 3.53E-02 1.79E-01 5.39E-02 7.84E-02 -2.45E-02 -4.58E-01 + + 327 ++ 1.15E+02 3.53E-02 1.79E-01 2.35E-01 2.30E-01 5.05E-03 1.40E-01 + + 328 ++ 1.15E+02 3.53E-02 1.79E-01 3.15E-01 2.65E-01 5.01E-02 5.80E-01 + + 329 ++ 1.15E+02 3.53E-02 1.79E-01 1.90E-01 2.31E-01 -4.09E-02 -3.25E-01 + + 330 ++ 1.15E+02 3.53E-02 1.79E-01 7.32E-02 1.59E-01 -8.58E-02 -1.12E+00 + + 331 ++ 1.16E+02 3.34E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 332 ++ 1.16E+02 3.34E-02 1.79E-01 1.28E-01 2.49E-01 -1.21E-01 -6.72E-01 + + 333 ++ 1.16E+02 3.34E-02 1.79E-01 1.99E-01 2.62E-01 -6.30E-02 -7.72E-02 + + 334 ++ 1.16E+02 3.34E-02 1.79E-01 1.88E-01 2.23E-01 -3.56E-02 1.05E-01 + + 335 ++ 1.16E+02 3.34E-02 1.79E-01 6.91E-02 1.56E-01 -8.72E-02 -9.11E-01 + + 336 ++ 1.17E+02 3.02E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 337 ++ 1.17E+02 3.02E-02 1.79E-01 8.37E-02 2.61E-01 -1.77E-01 -7.66E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 338 ++ 1.17E+02 3.02E-02 1.79E-01 1.55E-01 2.63E-01 -1.08E-01 -1.15E-01 + + 339 ++ 1.17E+02 3.02E-02 1.79E-01 6.35E-02 2.23E-01 -1.60E-01 -9.44E-01 + + 340 ++ 1.17E+02 3.02E-02 1.79E-01 8.57E-02 1.59E-01 -7.28E-02 -4.30E-01 + + 341 ++ 1.17E+02 3.02E-02 1.79E-01 5.25E-02 3.87E-02 1.38E-02 2.54E-01 + + 342 ++ 1.18E+02 3.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 343 ++ 1.18E+02 3.20E-02 1.79E-01 1.17E-01 1.65E-01 -4.77E-02 -8.09E-02 + + 344 ++ 1.18E+02 3.20E-02 1.79E-01 1.94E-01 2.51E-01 -5.66E-02 3.29E-02 + + 345 ++ 1.18E+02 3.20E-02 1.79E-01 1.95E-01 2.58E-01 -6.32E-02 -2.91E-02 + + 346 ++ 1.18E+02 3.20E-02 1.79E-01 5.03E-02 2.17E-01 -1.66E-01 -1.37E+00 + + 347 ++ 1.18E+02 3.20E-02 1.79E-01 1.01E-01 1.54E-01 -5.39E-02 -3.47E-01 + + 348 ++ 1.19E+02 3.46E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 349 ++ 1.19E+02 3.46E-02 1.79E-01 2.10E-01 2.34E-01 -2.39E-02 -9.73E-02 + + 350 ++ 1.19E+02 3.46E-02 1.79E-01 3.37E-01 2.65E-01 7.20E-02 8.62E-01 + + 351 ++ 1.19E+02 3.46E-02 1.79E-01 1.16E-01 2.33E-01 -1.17E-01 -1.09E+00 + + 352 ++ 1.19E+02 3.46E-02 1.79E-01 1.22E-01 1.64E-01 -4.11E-02 -3.98E-01 + + 353 ++ 1.19E+02 3.46E-02 1.79E-01 5.66E-02 8.05E-02 -2.39E-02 -3.25E-01 + 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-1.32E-01 -1.10E+00 + + 367 ++ 1.21E+02 3.87E-02 1.79E-01 1.07E-01 1.29E-01 -2.12E-02 1.22E-01 + + 368 ++ 1.21E+02 3.87E-02 1.79E-01 6.10E-02 4.25E-02 1.85E-02 8.66E-01 + + 369 ++ 1.22E+02 3.80E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 370 ++ 1.22E+02 3.80E-02 1.79E-01 2.42E-01 4.71E-01 -2.28E-01 -6.95E-01 + + 371 ++ 1.22E+02 3.80E-02 1.79E-01 3.66E-01 8.42E-01 -4.76E-01 -9.99E-01 + + 372 ++ 1.22E+02 3.80E-02 1.79E-01 8.18E-01 8.77E-01 -5.85E-02 3.15E-01 + + 373 ++ 1.22E+02 3.80E-02 1.79E-01 6.17E-01 7.45E-01 -1.28E-01 -1.11E-02 + + 374 ++ 1.22E+02 3.80E-02 1.79E-01 5.80E-01 5.03E-01 7.71E-02 7.84E-01 + + 375 ++ 1.22E+02 3.80E-02 1.79E-01 9.61E-02 2.31E-01 -1.35E-01 -1.47E+00 + + 376 ++ 1.22E+02 3.80E-02 1.79E-01 1.45E-01 1.11E-01 3.41E-02 3.77E-01 + + 377 ++ 1.22E+02 3.80E-02 1.79E-01 7.73E-02 3.77E-02 3.96E-02 6.73E-01 + + 378 ++ 1.23E+02 4.25E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 379 ++ 1.23E+02 4.25E-02 1.79E-01 4.11E-01 6.36E-01 -2.24E-01 -8.71E-01 + + 380 ++ 1.23E+02 4.25E-02 1.79E-01 1.25E+00 8.82E-01 3.64E-01 1.16E+00 + + 381 ++ 1.23E+02 4.25E-02 1.79E-01 6.77E-01 8.15E-01 -1.38E-01 -4.20E-01 + + 382 ++ 1.23E+02 4.25E-02 1.79E-01 5.41E-01 5.68E-01 -2.72E-02 -1.04E-01 + + 383 ++ 1.23E+02 4.25E-02 1.79E-01 2.24E-01 2.70E-01 -4.59E-02 -5.21E-01 + + 384 ++ 1.23E+02 4.25E-02 1.79E-01 1.59E-01 1.35E-01 2.46E-02 2.04E-01 + + 385 ++ 1.23E+02 4.25E-02 1.79E-01 8.58E-02 4.54E-02 4.04E-02 7.27E-01 + + 386 ++ 1.23E+02 4.25E-02 1.79E-01 5.90E-02 1.59E-02 4.31E-02 9.94E-01 + + 387 ++ 1.24E+02 3.38E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 388 ++ 1.24E+02 3.38E-02 1.79E-01 1.86E-01 1.76E-01 9.76E-03 2.39E-02 + + 389 ++ 1.24E+02 3.38E-02 1.79E-01 7.84E-01 7.98E-01 -1.37E-02 -1.16E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 390 ++ 1.24E+02 3.38E-02 1.79E-01 9.23E-01 8.82E-01 4.12E-02 8.14E-02 + + 391 ++ 1.24E+02 3.38E-02 1.79E-01 8.98E-01 7.58E-01 1.40E-01 5.02E-01 + + 392 ++ 1.24E+02 3.38E-02 1.79E-01 4.17E-01 5.35E-01 -1.19E-01 -5.35E-01 + + 393 ++ 1.24E+02 3.38E-02 1.79E-01 1.67E-01 2.66E-01 -9.85E-02 -6.61E-01 + + 394 ++ 1.24E+02 3.38E-02 1.79E-01 6.94E-02 1.29E-01 -5.91E-02 -4.83E-01 + + 395 ++ 1.24E+02 3.38E-02 1.79E-01 5.59E-02 4.58E-02 1.01E-02 6.34E-01 + + 396 ++ 1.25E+02 5.27E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 397 ++ 1.25E+02 5.27E-02 1.79E-01 4.19E-01 4.76E-01 -5.73E-02 -6.81E-01 + + 398 ++ 1.25E+02 5.27E-02 1.79E-01 1.47E+00 8.52E-01 6.19E-01 1.58E+00 + + 399 ++ 1.25E+02 5.27E-02 1.79E-01 8.21E-01 8.86E-01 -6.57E-02 -5.70E-01 + + 400 ++ 1.25E+02 5.27E-02 1.79E-01 1.08E+00 7.82E-01 3.01E-01 6.94E-01 + + 401 ++ 1.25E+02 5.27E-02 1.79E-01 5.11E-01 5.57E-01 -4.51E-02 -5.69E-01 + + 402 ++ 1.25E+02 5.27E-02 1.79E-01 2.88E-01 2.73E-01 1.53E-02 -1.63E-01 + + 403 ++ 1.25E+02 5.27E-02 1.79E-01 1.40E-01 1.37E-01 3.59E-03 -2.51E-01 + + 404 ++ 1.25E+02 5.27E-02 1.79E-01 1.21E-01 4.59E-02 7.53E-02 1.53E+00 + + 405 ++ 1.25E+02 5.27E-02 1.79E-01 1.03E-01 1.59E-02 8.69E-02 2.15E+00 + + 406 ++ 1.26E+02 4.21E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 407 ++ 1.26E+02 4.21E-02 1.79E-01 1.01E+00 5.47E-01 4.68E-01 9.22E-01 + + 408 ++ 1.26E+02 4.21E-02 1.79E-01 1.55E+00 8.74E-01 6.75E-01 8.94E-01 + + 409 ++ 1.26E+02 4.21E-02 1.79E-01 1.40E+00 8.70E-01 5.33E-01 5.34E-01 + + 410 ++ 1.26E+02 4.21E-02 1.79E-01 1.23E+00 7.43E-01 4.88E-01 8.03E-01 + + 411 ++ 1.26E+02 4.21E-02 1.79E-01 3.76E-01 5.00E-01 -1.24E-01 -1.31E+00 + + 412 ++ 1.26E+02 4.21E-02 1.79E-01 1.41E-01 2.42E-01 -1.01E-01 -7.12E-01 + + 413 ++ 1.26E+02 4.21E-02 1.79E-01 7.84E-02 1.18E-01 -3.98E-02 4.10E-01 + + 414 ++ 1.27E+02 8.66E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 415 ++ 1.27E+02 8.66E-02 1.79E-01 3.40E-01 4.74E-01 -1.34E-01 -9.81E-02 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 416 ++ 1.27E+02 8.66E-02 1.79E-01 3.98E-01 8.41E-01 -4.43E-01 -1.03E+00 + + 417 ++ 1.27E+02 8.66E-02 1.79E-01 7.70E-01 8.87E-01 -1.17E-01 -5.81E-02 + + 418 ++ 1.27E+02 8.66E-02 1.79E-01 1.05E+00 7.85E-01 2.62E-01 1.02E+00 + + 419 ++ 1.27E+02 8.66E-02 1.79E-01 8.19E-01 5.42E-01 2.77E-01 9.56E-01 + + 420 ++ 1.27E+02 8.66E-02 1.79E-01 3.65E-01 2.62E-01 1.03E-01 -1.06E+00 + + 421 ++ 1.27E+02 8.66E-02 1.79E-01 5.74E-01 1.26E-01 4.47E-01 4.00E+00 + + 422 ++ 1.27E+02 8.66E-02 1.79E-01 3.60E-01 4.28E-02 3.18E-01 4.58E+00 + + 423 ++ 1.27E+02 8.66E-02 1.79E-01 1.54E-01 1.44E-02 1.40E-01 2.13E+00 + + 424 ++ 1.28E+02 3.97E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 425 ++ 1.28E+02 3.97E-02 1.79E-01 3.43E-01 3.13E-01 3.06E-02 7.07E-01 + + 426 ++ 1.28E+02 3.97E-02 1.79E-01 5.03E-01 7.16E-01 -2.13E-01 -3.94E-01 + + 427 ++ 1.28E+02 3.97E-02 1.79E-01 5.07E-01 7.65E-01 -2.58E-01 -5.79E-01 + + 428 ++ 1.28E+02 3.97E-02 1.79E-01 5.06E-01 5.21E-01 -1.48E-02 1.92E-01 + + 429 ++ 1.28E+02 3.97E-02 1.79E-01 1.77E-01 2.48E-01 -7.03E-02 -7.33E-01 + + 430 ++ 1.28E+02 3.97E-02 1.79E-01 1.46E-01 1.19E-01 2.73E-02 2.26E-01 + + 431 ++ 1.28E+02 3.97E-02 1.79E-01 1.06E-01 4.00E-02 6.58E-02 1.27E+00 + + 432 ++ 1.28E+02 3.97E-02 1.79E-01 5.11E-02 1.40E-02 3.72E-02 7.92E-01 + + 433 ++ 1.29E+02 4.47E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 434 ++ 1.29E+02 4.47E-02 1.79E-01 2.23E-01 2.57E-01 -3.42E-02 -9.40E-01 + + 435 ++ 1.29E+02 4.47E-02 1.79E-01 1.23E+00 7.67E-01 4.58E-01 1.01E+00 + + 436 ++ 1.29E+02 4.47E-02 1.79E-01 1.01E+00 8.83E-01 1.23E-01 -1.85E-01 + + 437 ++ 1.29E+02 4.47E-02 1.79E-01 1.22E+00 7.59E-01 4.62E-01 1.15E+00 + + 438 ++ 1.29E+02 4.47E-02 1.79E-01 4.91E-01 5.13E-01 -2.17E-02 -5.15E-01 + + 439 ++ 1.29E+02 4.47E-02 1.79E-01 2.02E-01 2.47E-01 -4.53E-02 -5.65E-01 + + 440 ++ 1.29E+02 4.47E-02 1.79E-01 1.28E-01 1.21E-01 6.53E-03 2.43E-01 + + 441 ++ 1.29E+02 4.47E-02 1.79E-01 8.27E-02 1.38E-02 6.89E-02 1.93E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 442 ++ 1.30E+02 4.20E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 443 ++ 1.30E+02 4.20E-02 1.79E-01 2.04E-01 3.10E-01 -1.06E-01 -1.21E+00 + + 444 ++ 1.30E+02 4.20E-02 1.79E-01 1.10E+00 8.26E-01 2.73E-01 5.38E-01 + + 445 ++ 1.30E+02 4.20E-02 1.79E-01 1.22E+00 8.85E-01 3.38E-01 6.96E-01 + + 446 ++ 1.30E+02 4.20E-02 1.79E-01 9.08E-01 7.48E-01 1.60E-01 2.91E-01 + + 447 ++ 1.30E+02 4.20E-02 1.79E-01 4.76E-01 5.21E-01 -4.49E-02 -4.51E-01 + + 448 ++ 1.30E+02 4.20E-02 1.79E-01 1.91E-01 2.51E-01 -6.00E-02 -6.43E-01 + + 449 ++ 1.30E+02 4.20E-02 1.79E-01 1.09E-01 1.22E-01 -1.31E-02 -1.28E-01 + + 450 ++ 1.30E+02 4.20E-02 1.79E-01 7.26E-02 4.10E-02 3.16E-02 8.50E-01 + + 451 ++ 1.30E+02 4.20E-02 1.79E-01 6.64E-02 1.40E-02 5.25E-02 1.43E+00 + + 452 ++ 1.31E+02 6.55E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 453 ++ 1.31E+02 6.55E-02 1.79E-01 1.08E-01 2.01E-01 -9.30E-02 -3.36E-01 + + 454 ++ 1.31E+02 6.55E-02 1.79E-01 7.05E-01 8.44E-01 -1.39E-01 -4.00E-02 + + 455 ++ 1.31E+02 6.55E-02 1.79E-01 9.35E-01 8.68E-01 6.64E-02 5.22E-01 + + 456 ++ 1.31E+02 6.55E-02 1.79E-01 5.66E-01 7.27E-01 -1.62E-01 -4.30E-01 + + 457 ++ 1.31E+02 6.55E-02 1.79E-01 3.61E-01 4.95E-01 -1.34E-01 -9.62E-01 + + 458 ++ 1.31E+02 6.55E-02 1.79E-01 5.07E-01 2.38E-01 2.69E-01 1.66E+00 + + 459 ++ 1.31E+02 6.55E-02 1.79E-01 2.95E-01 1.14E-01 1.81E-01 1.09E+00 + + 460 ++ 1.31E+02 6.55E-02 1.79E-01 2.07E-01 3.81E-02 1.69E-01 2.35E+00 + + 461 ++ 1.31E+02 6.55E-02 1.79E-01 1.49E-01 1.29E-02 1.36E-01 2.67E+00 + + 462 ++ 1.32E+02 6.92E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 463 ++ 1.32E+02 6.92E-02 1.79E-01 5.92E-01 5.74E-01 1.83E-02 3.31E-02 + + 464 ++ 1.32E+02 6.92E-02 1.79E-01 6.04E-01 8.84E-01 -2.80E-01 -9.76E-01 + + 465 ++ 1.32E+02 6.92E-02 1.79E-01 1.21E+00 7.89E-01 4.26E-01 1.29E+00 + + 466 ++ 1.32E+02 6.92E-02 1.79E-01 8.33E-01 5.55E-01 2.78E-01 1.05E+00 + + 467 ++ 1.32E+02 6.92E-02 1.79E-01 2.66E-01 2.64E-01 2.68E-03 -8.02E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 468 ++ 1.32E+02 6.92E-02 1.79E-01 1.67E-01 1.25E-01 4.18E-02 -4.90E-01 + + 469 ++ 1.32E+02 6.92E-02 1.79E-01 2.59E-01 4.10E-02 2.18E-01 4.20E+00 + + 470 ++ 1.32E+02 6.92E-02 1.79E-01 1.16E-01 1.46E-02 1.01E-01 2.12E+00 + + 471 ++ 1.33E+02 3.22E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 472 ++ 1.33E+02 3.22E-02 1.79E-01 5.07E-01 5.10E-01 -2.98E-03 2.78E-01 + + 473 ++ 1.33E+02 3.22E-02 1.79E-01 3.41E-01 8.77E-01 -5.36E-01 -1.35E+00 + + 474 ++ 1.33E+02 3.22E-02 1.79E-01 1.01E+00 8.59E-01 1.47E-01 7.75E-01 + + 475 ++ 1.33E+02 3.22E-02 1.79E-01 6.22E-01 7.22E-01 -1.00E-01 -5.53E-02 + + 476 ++ 1.33E+02 3.22E-02 1.79E-01 4.32E-01 5.13E-01 -8.11E-02 -8.40E-02 + + 477 ++ 1.33E+02 3.22E-02 1.79E-01 8.60E-02 2.37E-01 -1.51E-01 -1.21E+00 + + 478 ++ 1.33E+02 3.22E-02 1.79E-01 9.65E-02 1.12E-01 -1.53E-02 1.58E-01 + + 479 ++ 1.34E+02 3.64E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 480 ++ 1.34E+02 3.64E-02 1.79E-01 3.96E-01 1.22E-01 2.73E-01 2.08E+00 + + 481 ++ 1.34E+02 3.64E-02 1.79E-01 2.55E+00 7.99E-01 1.75E+00 3.44E+00 + + 482 ++ 1.34E+02 3.64E-02 1.79E-01 2.39E+00 8.87E-01 1.50E+00 2.33E+00 + + 483 ++ 1.34E+02 3.64E-02 1.79E-01 1.10E+00 7.76E-01 3.26E-01 -8.30E-01 + + 484 ++ 1.34E+02 3.64E-02 1.79E-01 2.05E-01 5.43E-01 -3.37E-01 -2.99E+00 + + 485 ++ 1.35E+02 4.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 486 ++ 1.35E+02 4.11E-02 1.79E-01 2.56E-01 2.55E-01 7.85E-04 -1.31E+00 + + 487 ++ 1.35E+02 4.11E-02 1.79E-01 1.57E+00 8.16E-01 7.53E-01 1.29E+00 + + 488 ++ 1.35E+02 4.11E-02 1.79E-01 1.91E+00 8.76E-01 1.03E+00 2.09E+00 + + 489 ++ 1.35E+02 4.11E-02 1.79E-01 8.58E-01 7.44E-01 1.14E-01 -5.47E-01 + + 490 ++ 1.35E+02 4.11E-02 1.79E-01 4.24E-01 4.98E-01 -7.32E-02 -9.67E-01 + + 491 ++ 1.35E+02 4.11E-02 1.79E-01 1.34E-01 2.47E-01 -1.13E-01 -8.24E-01 + + 492 ++ 1.35E+02 4.11E-02 1.79E-01 7.18E-02 1.20E-01 -4.84E-02 2.25E-01 + + 493 ++ 1.36E+02 4.14E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 494 ++ 1.36E+02 4.14E-02 1.79E-01 2.29E-01 6.57E-01 -4.28E-01 -6.79E-01 + + 495 ++ 1.36E+02 4.14E-02 1.79E-01 1.88E-01 8.86E-01 -6.98E-01 -1.18E+00 + + 496 ++ 1.36E+02 4.14E-02 1.79E-01 5.96E-01 7.69E-01 -1.72E-01 2.51E-01 + + 497 ++ 1.36E+02 4.14E-02 1.79E-01 4.91E-01 5.42E-01 -5.03E-02 3.81E-01 + + 498 ++ 1.36E+02 4.14E-02 1.79E-01 1.36E-01 2.58E-01 -1.22E-01 -1.36E+00 + + 499 ++ 1.36E+02 4.14E-02 1.79E-01 2.32E-01 1.26E-01 1.05E-01 9.56E-01 + + 500 ++ 1.36E+02 4.14E-02 1.79E-01 1.27E-01 4.22E-02 8.49E-02 1.10E+00 + + 501 ++ 1.36E+02 4.14E-02 1.79E-01 8.10E-02 1.45E-02 6.65E-02 1.20E+00 + + 502 ++ 1.37E+02 3.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 503 ++ 1.37E+02 3.19E-02 1.79E-01 1.43E+00 7.86E-01 6.44E-01 1.68E+00 + + 504 ++ 1.37E+02 3.19E-02 1.79E-01 1.25E+00 8.87E-01 3.65E-01 6.61E-01 + + 505 ++ 1.37E+02 3.19E-02 1.79E-01 6.73E-01 7.72E-01 -9.96E-02 -6.84E-01 + + 506 ++ 1.37E+02 3.19E-02 1.79E-01 1.34E-01 5.31E-01 -3.96E-01 -2.11E+00 + + 507 ++ 1.38E+02 3.71E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 508 ++ 1.38E+02 3.71E-02 1.79E-01 2.41E-01 3.78E-01 -1.37E-01 -6.56E-02 + + 509 ++ 1.38E+02 3.71E-02 1.79E-01 4.90E-01 7.01E-01 -2.12E-01 1.04E-03 + + 510 ++ 1.38E+02 3.71E-02 1.79E-01 3.02E-01 8.64E-01 -5.62E-01 -9.88E-01 + + 511 ++ 1.38E+02 3.71E-02 1.79E-01 3.82E-01 8.01E-01 -4.19E-01 -7.36E-01 + + 512 ++ 1.38E+02 3.71E-02 1.79E-01 5.96E-01 5.67E-01 2.85E-02 6.78E-01 + + 513 ++ 1.38E+02 3.71E-02 1.79E-01 2.67E-01 2.72E-01 -4.97E-03 -2.84E-02 + + 514 ++ 1.38E+02 3.71E-02 1.79E-01 1.53E-01 1.30E-01 2.36E-02 -5.60E-02 + + 515 ++ 1.38E+02 3.71E-02 1.79E-01 5.07E-02 1.53E-02 3.54E-02 5.82E-01 + + 516 ++ 1.39E+02 7.59E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 517 ++ 1.39E+02 7.59E-02 1.79E-01 1.30E-01 3.37E-01 -2.06E-01 -1.22E+00 + + 518 ++ 1.39E+02 7.59E-02 1.79E-01 1.18E+00 8.75E-01 3.09E-01 9.86E-01 + + 519 ++ 1.39E+02 7.59E-02 1.79E-01 9.98E-01 8.66E-01 1.32E-01 3.72E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 520 ++ 1.39E+02 7.59E-02 1.79E-01 5.13E-01 7.49E-01 -2.36E-01 -1.04E+00 + + 521 ++ 1.39E+02 7.59E-02 1.79E-01 7.75E-01 5.29E-01 2.46E-01 7.67E-01 + + 522 ++ 1.39E+02 7.59E-02 1.79E-01 5.45E-01 2.59E-01 2.86E-01 1.29E+00 + + 523 ++ 1.39E+02 7.59E-02 1.79E-01 3.46E-01 1.23E-01 2.22E-01 1.24E+00 + + 524 ++ 1.39E+02 7.59E-02 1.79E-01 2.30E-01 4.15E-02 1.88E-01 2.41E+00 + + 525 ++ 1.39E+02 7.59E-02 1.79E-01 1.73E-01 1.39E-02 1.59E-01 3.09E+00 + + 526 ++ 1.40E+02 4.01E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 527 ++ 1.40E+02 4.01E-02 1.79E-01 4.80E-01 3.40E-01 1.40E-01 -2.16E-01 + + 528 ++ 1.40E+02 4.01E-02 1.79E-01 1.04E+00 7.13E-01 3.31E-01 7.67E-02 + + 529 ++ 1.40E+02 4.01E-02 1.79E-01 1.72E+00 8.87E-01 8.38E-01 1.49E+00 + + 530 ++ 1.40E+02 4.01E-02 1.79E-01 1.24E+00 7.75E-01 4.68E-01 7.04E-01 + + 531 ++ 1.40E+02 4.01E-02 1.79E-01 6.60E-01 5.36E-01 1.24E-01 1.01E-02 + + 532 ++ 1.40E+02 4.01E-02 1.79E-01 8.79E-02 2.66E-01 -1.78E-01 -1.56E+00 + + 533 ++ 1.40E+02 4.01E-02 1.79E-01 5.63E-02 1.34E-01 -7.80E-02 -3.33E-01 + + 534 ++ 1.40E+02 4.01E-02 1.79E-01 6.15E-02 1.58E-02 4.57E-02 1.80E+00 + + 535 ++ 1.41E+02 4.72E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 536 ++ 1.41E+02 4.72E-02 1.79E-01 5.81E-02 2.44E-01 -1.86E-01 -8.44E-01 + + 537 ++ 1.41E+02 4.72E-02 1.79E-01 3.52E-01 8.51E-01 -5.00E-01 -7.93E-01 + + 538 ++ 1.41E+02 4.72E-02 1.79E-01 6.67E-01 8.81E-01 -2.14E-01 7.28E-02 + + 539 ++ 1.41E+02 4.72E-02 1.79E-01 6.19E-01 7.78E-01 -1.59E-01 9.22E-02 + + 540 ++ 1.41E+02 4.72E-02 1.79E-01 3.51E-01 5.54E-01 -2.03E-01 -6.33E-01 + + 541 ++ 1.41E+02 4.72E-02 1.79E-01 3.60E-01 2.62E-01 9.82E-02 5.06E-01 + + 542 ++ 1.41E+02 4.72E-02 1.79E-01 2.77E-01 1.30E-01 1.47E-01 1.17E+00 + + 543 ++ 1.41E+02 4.72E-02 1.79E-01 8.83E-02 4.40E-02 4.43E-02 -1.96E-01 + + 544 ++ 1.41E+02 4.72E-02 1.79E-01 1.20E-01 1.55E-02 1.05E-01 2.00E+00 + + 545 ++ 1.42E+02 2.85E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 546 ++ 1.42E+02 2.85E-02 1.79E-01 3.43E-01 3.28E-01 1.48E-02 4.45E-01 + + 547 ++ 1.42E+02 2.85E-02 1.79E-01 7.84E-01 8.46E-01 -6.23E-02 1.56E-01 + + 548 ++ 1.42E+02 2.85E-02 1.79E-01 6.45E-01 8.84E-01 -2.39E-01 -3.65E-01 + + 549 ++ 1.42E+02 2.85E-02 1.79E-01 4.29E-01 7.64E-01 -3.36E-01 -8.15E-01 + + 550 ++ 1.42E+02 2.85E-02 1.79E-01 4.59E-01 5.26E-01 -6.71E-02 9.24E-02 + + 551 ++ 1.42E+02 2.85E-02 1.79E-01 1.02E-01 2.53E-01 -1.51E-01 -9.99E-01 + + 552 ++ 1.43E+02 6.31E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 553 ++ 1.43E+02 6.31E-02 1.79E-01 4.61E-01 5.69E-01 -1.08E-01 -5.29E-01 + + 554 ++ 1.43E+02 6.31E-02 1.79E-01 1.08E+00 8.55E-01 2.25E-01 6.25E-01 + + 555 ++ 1.43E+02 6.31E-02 1.79E-01 8.84E-01 8.82E-01 2.86E-03 -1.01E-01 + + 556 ++ 1.43E+02 6.31E-02 1.79E-01 7.30E-01 7.39E-01 -9.20E-03 -2.10E-01 + + 557 ++ 1.43E+02 6.31E-02 1.79E-01 8.44E-01 5.20E-01 3.24E-01 1.43E+00 + + 558 ++ 1.43E+02 6.31E-02 1.79E-01 1.95E-01 2.52E-01 -5.69E-02 -1.34E+00 + + 559 ++ 1.43E+02 6.31E-02 1.79E-01 2.06E-01 1.23E-01 8.27E-02 3.20E-01 + + 560 ++ 1.43E+02 6.31E-02 1.79E-01 2.45E-01 4.27E-02 2.02E-01 3.87E+00 + + 561 ++ 1.43E+02 6.31E-02 1.79E-01 7.15E-02 1.48E-02 5.66E-02 1.00E+00 + + 562 ++ 1.44E+02 5.89E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 563 ++ 1.44E+02 5.89E-02 1.79E-01 8.03E-01 6.63E-01 1.40E-01 1.58E-01 + + 564 ++ 1.44E+02 5.89E-02 1.79E-01 9.37E-01 8.86E-01 5.17E-02 -2.79E-01 + + 565 ++ 1.44E+02 5.89E-02 1.79E-01 9.82E-01 7.65E-01 2.16E-01 2.74E-01 + + 566 ++ 1.44E+02 5.89E-02 1.79E-01 9.87E-01 5.40E-01 4.47E-01 1.69E+00 + + 567 ++ 1.44E+02 5.89E-02 1.79E-01 4.12E-01 2.59E-01 1.53E-01 6.47E-01 + + 568 ++ 1.44E+02 5.89E-02 1.79E-01 1.63E-01 1.26E-01 3.70E-02 -3.96E-01 + + 569 ++ 1.44E+02 5.89E-02 1.79E-01 1.16E-01 4.24E-02 7.41E-02 1.05E+00 + + 570 ++ 1.44E+02 5.89E-02 1.79E-01 8.72E-02 1.45E-02 7.27E-02 1.56E+00 + + 571 ++ 1.45E+02 4.65E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 572 ++ 1.45E+02 4.65E-02 1.79E-01 8.69E-01 4.78E-01 3.92E-01 1.39E+00 + + 573 ++ 1.45E+02 4.65E-02 1.79E-01 7.86E-01 8.66E-01 -8.05E-02 -9.32E-01 + + 574 ++ 1.45E+02 4.65E-02 1.79E-01 1.56E+00 8.74E-01 6.88E-01 1.48E+00 + + 575 ++ 1.45E+02 4.65E-02 1.79E-01 9.16E-01 7.40E-01 1.76E-01 4.67E-02 + + 576 ++ 1.45E+02 4.65E-02 1.79E-01 5.92E-01 5.29E-01 6.28E-02 -1.43E-01 + + 577 ++ 1.45E+02 4.65E-02 1.79E-01 1.83E-01 2.54E-01 -7.10E-02 -7.87E-01 + + 578 ++ 1.45E+02 4.65E-02 1.79E-01 1.40E-01 1.22E-01 1.79E-02 5.94E-01 + + 579 ++ 1.45E+02 4.65E-02 1.79E-01 5.73E-02 4.07E-02 1.66E-02 7.78E-01 + + 580 ++ 1.46E+02 5.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 581 ++ 1.46E+02 5.11E-02 1.79E-01 1.35E+00 8.07E-01 5.42E-01 1.12E+00 + + 582 ++ 1.46E+02 5.11E-02 1.79E-01 1.07E+00 8.79E-01 1.87E-01 -8.23E-02 + + 583 ++ 1.46E+02 5.11E-02 1.79E-01 9.87E-01 7.16E-01 2.72E-01 4.23E-01 + + 584 ++ 1.46E+02 5.11E-02 1.79E-01 5.66E-01 4.92E-01 7.41E-02 -1.16E-01 + + 585 ++ 1.46E+02 5.11E-02 1.79E-01 2.55E-01 2.30E-01 2.53E-02 -1.79E-02 + + 586 ++ 1.46E+02 5.11E-02 1.79E-01 8.01E-02 3.95E-02 4.06E-02 9.91E-01 + + 587 ++ 1.46E+02 5.11E-02 1.79E-01 5.99E-02 1.38E-02 4.61E-02 1.25E+00 + + 588 ++ 1.47E+02 3.66E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 589 ++ 1.47E+02 3.66E-02 1.79E-01 1.21E-01 2.22E-01 -1.00E-01 -8.90E-01 + + 590 ++ 1.47E+02 3.66E-02 1.79E-01 6.87E-01 8.51E-01 -1.64E-01 -3.63E-01 + + 591 ++ 1.47E+02 3.66E-02 1.79E-01 9.71E-01 8.81E-01 8.98E-02 4.30E-01 + + 592 ++ 1.47E+02 3.66E-02 1.79E-01 7.50E-01 7.43E-01 6.38E-03 1.83E-01 + + 593 ++ 1.47E+02 3.66E-02 1.79E-01 4.12E-01 5.10E-01 -9.77E-02 -3.82E-01 + + 594 ++ 1.47E+02 3.66E-02 1.79E-01 2.08E-01 2.50E-01 -4.22E-02 -3.41E-01 + + 595 ++ 1.47E+02 3.66E-02 1.79E-01 1.06E-01 1.21E-01 -1.52E-02 -2.45E-01 + + 596 ++ 1.47E+02 3.66E-02 1.79E-01 7.40E-02 4.18E-02 3.22E-02 7.00E-01 + + 597 ++ 1.48E+02 4.84E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 598 ++ 1.48E+02 4.84E-02 1.79E-01 1.14E-01 1.48E-01 -3.45E-02 -5.99E-01 + + 599 ++ 1.48E+02 4.84E-02 1.79E-01 8.61E-01 7.73E-01 8.80E-02 1.45E-01 + + 600 ++ 1.48E+02 4.84E-02 1.79E-01 1.05E+00 8.84E-01 1.64E-01 3.33E-01 + + 601 ++ 1.48E+02 4.84E-02 1.79E-01 7.13E-01 7.65E-01 -5.22E-02 -3.65E-01 + + 602 ++ 1.48E+02 4.84E-02 1.79E-01 7.40E-01 5.26E-01 2.14E-01 9.48E-01 + + 603 ++ 1.48E+02 4.84E-02 1.79E-01 2.27E-01 2.55E-01 -2.78E-02 -5.40E-01 + + 604 ++ 1.48E+02 4.84E-02 1.79E-01 1.07E-01 1.22E-01 -1.51E-02 -5.48E-01 + + 605 ++ 1.48E+02 4.84E-02 1.79E-01 9.63E-02 4.09E-02 5.54E-02 1.09E+00 + + 606 ++ 1.48E+02 4.84E-02 1.79E-01 1.09E-01 1.38E-02 9.50E-02 2.37E+00 + + 607 ++ 1.49E+02 3.15E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 608 ++ 1.49E+02 3.15E-02 1.79E-01 1.06E+00 7.13E-01 3.46E-01 7.42E-01 + + 609 ++ 1.49E+02 3.15E-02 1.79E-01 1.35E+00 8.85E-01 4.63E-01 9.53E-01 + + 610 ++ 1.49E+02 3.15E-02 1.79E-01 9.63E-01 7.84E-01 1.79E-01 2.62E-01 + + 611 ++ 1.49E+02 3.15E-02 1.79E-01 2.25E-01 5.55E-01 -3.31E-01 -1.77E+00 + + 612 ++ 1.49E+02 3.15E-02 1.79E-01 7.58E-02 2.74E-01 -1.98E-01 -1.34E+00 + + 613 ++ 1.49E+02 3.15E-02 1.79E-01 6.09E-02 1.31E-01 -6.97E-02 -3.73E-02 + + 614 ++ 1.49E+02 3.15E-02 1.79E-01 5.25E-02 4.26E-02 9.92E-03 1.18E+00 + + 615 ++ 1.50E+02 2.68E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 616 ++ 1.50E+02 2.68E-02 1.79E-01 1.98E-01 3.35E-01 -1.37E-01 -8.28E-01 + + 617 ++ 1.50E+02 2.68E-02 1.79E-01 9.14E-01 8.55E-01 5.94E-02 4.17E-01 + + 618 ++ 1.50E+02 2.68E-02 1.79E-01 8.27E-01 8.84E-01 -5.75E-02 7.28E-02 + + 619 ++ 1.50E+02 2.68E-02 1.79E-01 6.60E-01 7.52E-01 -9.19E-02 -2.79E-02 + + 620 ++ 1.50E+02 2.68E-02 1.79E-01 2.02E-01 5.11E-01 -3.09E-01 -1.26E+00 + + 621 ++ 1.50E+02 2.68E-02 1.79E-01 1.01E-01 2.43E-01 -1.42E-01 -8.36E-01 + + 622 ++ 1.51E+02 9.23E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 623 ++ 1.51E+02 9.23E-02 1.79E-01 2.43E-01 5.44E-01 -3.01E-01 -6.99E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 624 ++ 1.51E+02 9.23E-02 1.79E-01 1.79E+00 2.34E+00 -5.51E-01 -4.99E-01 + + 625 ++ 1.51E+02 9.23E-02 1.79E-01 2.73E+00 2.64E+00 9.47E-02 4.60E-02 + + 626 ++ 1.51E+02 9.23E-02 1.79E-01 3.10E+00 2.23E+00 8.72E-01 7.85E-01 + + 627 ++ 1.51E+02 9.23E-02 1.79E-01 2.55E+00 1.55E+00 1.00E+00 9.13E-01 + + 628 ++ 1.51E+02 9.23E-02 1.79E-01 2.34E+00 7.60E-01 1.58E+00 3.08E+00 + + 629 ++ 1.51E+02 9.23E-02 1.79E-01 1.09E+00 3.75E-01 7.13E-01 1.75E-02 + + 630 ++ 1.51E+02 9.23E-02 1.79E-01 6.28E-01 1.25E-01 5.03E-01 7.72E-01 + + 631 ++ 1.51E+02 9.23E-02 1.79E-01 7.40E-01 4.30E-02 6.97E-01 1.03E+01 + + 632 ++ 1.52E+02 5.14E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 633 ++ 1.52E+02 5.14E-02 1.79E-01 6.36E-01 8.11E-01 -1.75E-01 -1.74E-01 + + 634 ++ 1.52E+02 5.14E-02 1.79E-01 1.36E+00 1.84E+00 -4.74E-01 -3.78E-01 + + 635 ++ 1.52E+02 5.14E-02 1.79E-01 2.15E+00 2.66E+00 -5.03E-01 -2.73E-01 + + 636 ++ 1.52E+02 5.14E-02 1.79E-01 1.74E+00 2.36E+00 -6.28E-01 -5.62E-01 + + 637 ++ 1.52E+02 5.14E-02 1.79E-01 2.57E+00 1.63E+00 9.36E-01 1.62E+00 + + 638 ++ 1.52E+02 5.14E-02 1.79E-01 1.15E+00 7.68E-01 3.84E-01 8.35E-01 + + 639 ++ 1.52E+02 5.14E-02 1.79E-01 2.43E-01 3.75E-01 -1.32E-01 -2.01E+00 + + 640 ++ 1.52E+02 5.14E-02 1.79E-01 3.69E-01 1.27E-01 2.43E-01 1.86E+00 + + 641 ++ 1.52E+02 5.14E-02 1.79E-01 1.96E-01 4.37E-02 1.52E-01 2.07E+00 + + 642 ++ 1.53E+02 3.45E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 643 ++ 1.53E+02 3.45E-02 1.79E-01 1.79E+00 1.38E+00 4.08E-01 -7.30E-01 + + 644 ++ 1.53E+02 3.45E-02 1.79E-01 5.37E+00 2.28E+00 3.09E+00 2.28E+00 + + 645 ++ 1.53E+02 3.45E-02 1.79E-01 5.97E+00 2.66E+00 3.31E+00 2.14E+00 + + 646 ++ 1.53E+02 3.45E-02 1.79E-01 3.23E+00 2.36E+00 8.72E-01 -2.34E-02 + + 647 ++ 1.53E+02 3.45E-02 1.79E-01 2.78E-01 1.65E+00 -1.37E+00 -2.90E+00 + + 648 ++ 1.53E+02 3.45E-02 1.79E-01 1.02E-01 8.10E-01 -7.08E-01 -1.60E+00 + + 649 ++ 1.53E+02 3.45E-02 1.79E-01 9.70E-02 3.94E-01 -2.97E-01 2.15E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 650 ++ 1.53E+02 3.45E-02 1.79E-01 5.58E-02 4.56E-02 1.02E-02 2.44E+00 + + 651 ++ 1.54E+02 5.12E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 652 ++ 1.54E+02 5.12E-02 1.79E-01 1.65E-01 1.98E-01 -3.33E-02 3.82E-01 + + 653 ++ 1.54E+02 5.12E-02 1.79E-01 2.01E+00 2.27E+00 -2.59E-01 1.53E-01 + + 654 ++ 1.54E+02 5.12E-02 1.79E-01 1.56E+00 2.66E+00 -1.10E+00 -7.08E-01 + + 655 ++ 1.54E+02 5.12E-02 1.79E-01 1.98E+00 2.33E+00 -3.46E-01 -4.32E-02 + + 656 ++ 1.54E+02 5.12E-02 1.79E-01 1.56E+00 1.63E+00 -7.21E-02 9.99E-02 + + 657 ++ 1.54E+02 5.12E-02 1.79E-01 9.17E-01 7.80E-01 1.37E-01 2.04E-01 + + 658 ++ 1.54E+02 5.12E-02 1.79E-01 3.42E-01 3.89E-01 -4.61E-02 -1.22E+00 + + 659 ++ 1.54E+02 5.12E-02 1.79E-01 3.41E-01 1.29E-01 2.12E-01 1.31E+00 + + 660 ++ 1.54E+02 5.12E-02 1.79E-01 3.32E-01 4.26E-02 2.89E-01 4.95E+00 + + 661 ++ 1.55E+02 3.55E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 662 ++ 1.55E+02 3.55E-02 1.79E-01 4.20E-01 4.97E-01 -7.62E-02 9.82E-02 + + 663 ++ 1.55E+02 3.55E-02 1.79E-01 1.26E+00 2.36E+00 -1.10E+00 -8.43E-01 + + 664 ++ 1.55E+02 3.55E-02 1.79E-01 2.16E+00 2.66E+00 -5.00E-01 -1.10E-01 + + 665 ++ 1.55E+02 3.55E-02 1.79E-01 2.23E+00 2.35E+00 -1.23E-01 2.48E-01 + + 666 ++ 1.55E+02 3.55E-02 1.79E-01 1.55E+00 1.66E+00 -1.02E-01 1.82E-01 + + 667 ++ 1.55E+02 3.55E-02 1.79E-01 4.62E-01 8.16E-01 -3.54E-01 -1.01E+00 + + 668 ++ 1.55E+02 3.55E-02 1.79E-01 3.97E-01 3.91E-01 5.22E-03 7.09E-02 + + 669 ++ 1.55E+02 3.55E-02 1.79E-01 1.46E-01 1.31E-01 1.48E-02 3.84E-03 + + 670 ++ 1.55E+02 3.55E-02 1.79E-01 1.09E-01 4.56E-02 6.32E-02 1.12E+00 + + 671 ++ 1.56E+02 2.21E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 672 ++ 1.56E+02 2.21E-02 1.79E-01 1.07E-01 1.69E-01 -6.14E-02 -8.67E-01 + + 673 ++ 1.56E+02 2.21E-02 1.79E-01 1.93E+00 2.29E+00 -3.66E-01 -4.10E-01 + + 674 ++ 1.56E+02 2.21E-02 1.79E-01 3.17E+00 2.62E+00 5.47E-01 6.12E-01 + + 675 ++ 1.56E+02 2.21E-02 1.79E-01 2.76E+00 2.45E+00 3.09E-01 4.71E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 676 ++ 1.56E+02 2.21E-02 1.79E-01 8.13E-01 1.71E+00 -8.94E-01 -1.16E+00 + + 677 ++ 1.56E+02 2.21E-02 1.79E-01 1.23E-01 8.53E-01 -7.31E-01 -1.57E+00 + + 678 ++ 1.57E+02 6.69E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 679 ++ 1.57E+02 6.69E-02 1.79E-01 6.32E-01 3.91E-01 2.40E-01 1.80E-01 + + 680 ++ 1.57E+02 6.69E-02 1.79E-01 5.55E+00 2.46E+00 3.10E+00 2.09E+00 + + 681 ++ 1.57E+02 6.69E-02 1.79E-01 5.52E+00 2.64E+00 2.88E+00 1.72E+00 + + 682 ++ 1.57E+02 6.69E-02 1.79E-01 1.80E+00 2.26E+00 -4.52E-01 -1.72E+00 + + 683 ++ 1.57E+02 6.69E-02 1.79E-01 2.23E+00 1.57E+00 6.59E-01 3.24E-01 + + 684 ++ 1.57E+02 6.69E-02 1.79E-01 4.70E-01 7.66E-01 -2.96E-01 -1.26E+00 + + 685 ++ 1.57E+02 6.69E-02 1.79E-01 2.96E-01 3.75E-01 -7.93E-02 -1.58E-01 + + 686 ++ 1.57E+02 6.69E-02 1.79E-01 2.29E-01 1.27E-01 1.02E-01 2.04E+00 + + 687 ++ 1.57E+02 6.69E-02 1.79E-01 1.84E-01 4.43E-02 1.40E-01 3.52E+00 + + 688 ++ 1.58E+02 5.64E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 689 ++ 1.58E+02 5.64E-02 1.79E-01 6.07E-01 9.92E-01 -3.85E-01 -9.10E-01 + + 690 ++ 1.58E+02 5.64E-02 1.79E-01 1.28E+00 2.46E+00 -1.18E+00 -1.27E+00 + + 691 ++ 1.58E+02 5.64E-02 1.79E-01 4.02E+00 2.66E+00 1.37E+00 1.38E+00 + + 692 ++ 1.58E+02 5.64E-02 1.79E-01 2.00E+00 2.30E+00 -3.02E-01 -4.52E-01 + + 693 ++ 1.58E+02 5.64E-02 1.79E-01 2.64E+00 1.59E+00 1.04E+00 1.61E+00 + + 694 ++ 1.58E+02 5.64E-02 1.79E-01 1.16E+00 7.76E-01 3.89E-01 6.61E-01 + + 695 ++ 1.58E+02 5.64E-02 1.79E-01 3.61E-01 3.60E-01 6.12E-04 -1.27E+00 + + 696 ++ 1.58E+02 5.64E-02 1.79E-01 2.87E-01 1.24E-01 1.63E-01 7.18E-01 + + 697 ++ 1.58E+02 5.64E-02 1.79E-01 2.22E-01 4.21E-02 1.80E-01 2.74E+00 + + 698 ++ 1.59E+02 4.75E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 699 ++ 1.59E+02 4.75E-02 1.79E-01 1.05E+00 1.54E+00 -4.84E-01 -7.66E-01 + + 700 ++ 1.59E+02 4.75E-02 1.79E-01 2.58E+00 2.56E+00 2.20E-02 9.00E-02 + + 701 ++ 1.59E+02 4.75E-02 1.79E-01 2.33E+00 2.60E+00 -2.74E-01 -2.31E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 702 ++ 1.59E+02 4.75E-02 1.79E-01 2.05E+00 2.20E+00 -1.50E-01 -1.48E-01 + + 703 ++ 1.59E+02 4.75E-02 1.79E-01 2.49E+00 1.55E+00 9.41E-01 1.76E+00 + + 704 ++ 1.59E+02 4.75E-02 1.79E-01 5.67E-01 7.35E-01 -1.68E-01 -7.04E-01 + + 705 ++ 1.59E+02 4.75E-02 1.79E-01 1.27E-01 3.55E-01 -2.28E-01 -1.74E+00 + + 706 ++ 1.59E+02 4.75E-02 1.79E-01 1.92E-01 1.21E-01 7.13E-02 7.72E-01 + + 707 ++ 1.59E+02 4.75E-02 1.79E-01 1.80E-01 4.11E-02 1.39E-01 2.84E+00 + + 708 ++ 1.60E+02 2.06E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 709 ++ 1.60E+02 2.06E-02 1.79E-01 8.56E-01 8.81E-01 -2.46E-02 3.87E-01 + + 710 ++ 1.60E+02 2.06E-02 1.79E-01 6.79E-01 2.37E+00 -1.69E+00 -1.46E+00 + + 711 ++ 1.60E+02 2.06E-02 1.79E-01 3.87E+00 2.66E+00 1.21E+00 1.73E+00 + + 712 ++ 1.60E+02 2.06E-02 1.79E-01 1.04E+00 2.30E+00 -1.26E+00 -9.56E-01 + + 713 ++ 1.60E+02 2.06E-02 1.79E-01 4.20E-01 1.55E+00 -1.13E+00 -1.36E+00 + + 714 ++ 1.60E+02 2.06E-02 1.79E-01 1.23E-01 7.60E-01 -6.37E-01 -1.26E+00 + + 715 ++ 1.61E+02 6.95E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 716 ++ 1.61E+02 6.95E-02 1.79E-01 1.54E+00 6.91E-01 8.50E-01 2.80E+00 + + 717 ++ 1.61E+02 6.95E-02 1.79E-01 3.17E+00 2.57E+00 6.04E-01 1.83E-01 + + 718 ++ 1.61E+02 6.95E-02 1.79E-01 2.55E+00 2.58E+00 -2.81E-02 -5.14E-01 + + 719 ++ 1.61E+02 6.95E-02 1.79E-01 3.30E+00 2.16E+00 1.14E+00 9.25E-01 + + 720 ++ 1.61E+02 6.95E-02 1.79E-01 1.43E+00 1.47E+00 -4.37E-02 -7.65E-01 + + 721 ++ 1.61E+02 6.95E-02 1.79E-01 1.25E+00 7.12E-01 5.42E-01 1.12E+00 + + 722 ++ 1.61E+02 6.95E-02 1.79E-01 7.38E-01 3.43E-01 3.95E-01 1.50E+00 + + 723 ++ 1.61E+02 6.95E-02 1.79E-01 2.09E-01 1.13E-01 9.61E-02 -5.67E-02 + + 724 ++ 1.61E+02 6.95E-02 1.79E-01 2.30E-01 3.87E-02 1.92E-01 3.27E+00 + + 725 ++ 1.62E+02 2.04E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 726 ++ 1.62E+02 2.04E-02 1.79E-01 5.44E-01 1.71E+00 -1.16E+00 -1.12E+00 + + 727 ++ 1.62E+02 2.04E-02 1.79E-01 2.27E+00 2.65E+00 -3.84E-01 3.02E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 728 ++ 1.62E+02 2.04E-02 1.79E-01 1.98E+00 2.57E+00 -5.96E-01 8.37E-02 + + 729 ++ 1.62E+02 2.04E-02 1.79E-01 1.11E+00 2.19E+00 -1.07E+00 -6.10E-01 + + 730 ++ 1.62E+02 2.04E-02 1.79E-01 5.44E-01 1.54E+00 -9.96E-01 -1.01E+00 + + 731 ++ 1.62E+02 2.04E-02 1.79E-01 2.24E-01 7.44E-01 -5.20E-01 -9.69E-01 + + 732 ++ 1.62E+02 2.04E-02 1.79E-01 1.17E-01 3.62E-01 -2.45E-01 -6.06E-01 + + 733 ++ 1.63E+02 2.41E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 734 ++ 1.63E+02 2.41E-02 1.79E-01 4.72E-01 8.93E-01 -4.21E-01 -5.83E-01 + + 735 ++ 1.63E+02 2.41E-02 1.79E-01 1.68E+00 2.37E+00 -6.95E-01 -1.86E-01 + + 736 ++ 1.63E+02 2.41E-02 1.79E-01 2.35E+00 2.66E+00 -3.13E-01 2.91E-01 + + 737 ++ 1.63E+02 2.41E-02 1.79E-01 1.36E+00 2.31E+00 -9.45E-01 -4.77E-01 + + 738 ++ 1.63E+02 2.41E-02 1.79E-01 5.44E-01 1.65E+00 -1.10E+00 -1.18E+00 + + 739 ++ 1.63E+02 2.41E-02 1.79E-01 3.65E-01 8.17E-01 -4.52E-01 -7.22E-01 + + 740 ++ 1.63E+02 2.41E-02 1.79E-01 1.50E-01 3.96E-01 -2.46E-01 -7.18E-01 + + 741 ++ 1.63E+02 2.41E-02 1.79E-01 9.71E-02 1.30E-01 -3.32E-02 2.17E-01 + + 742 ++ 1.63E+02 2.41E-02 1.79E-01 5.59E-02 4.59E-02 1.00E-02 5.99E-01 + + 743 ++ 1.64E+02 6.11E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 744 ++ 1.64E+02 6.11E-02 1.79E-01 9.78E-01 8.32E-01 1.46E-01 4.71E-01 + + 745 ++ 1.64E+02 6.11E-02 1.79E-01 1.35E+00 2.39E+00 -1.05E+00 -1.24E+00 + + 746 ++ 1.64E+02 6.11E-02 1.79E-01 2.19E+00 2.65E+00 -4.53E-01 -5.38E-01 + + 747 ++ 1.64E+02 6.11E-02 1.79E-01 4.34E+00 2.28E+00 2.06E+00 2.41E+00 + + 748 ++ 1.64E+02 6.11E-02 1.79E-01 1.79E+00 1.59E+00 2.02E-01 2.20E-01 + + 749 ++ 1.64E+02 6.11E-02 1.79E-01 2.38E-01 7.47E-01 -5.09E-01 -2.24E+00 + + 750 ++ 1.64E+02 6.11E-02 1.79E-01 5.68E-01 3.66E-01 2.02E-01 8.03E-01 + + 751 ++ 1.64E+02 6.11E-02 1.79E-01 2.36E-01 1.20E-01 1.16E-01 7.38E-01 + + 752 ++ 1.64E+02 6.11E-02 1.79E-01 2.71E-01 4.07E-02 2.30E-01 4.33E+00 + + 753 ++ 1.65E+02 2.05E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 754 ++ 1.65E+02 2.05E-02 1.79E-01 1.04E+00 1.16E+00 -1.11E-01 6.55E-03 + + 755 ++ 1.65E+02 2.05E-02 1.79E-01 3.28E+00 2.25E+00 1.02E+00 1.53E+00 + + 756 ++ 1.65E+02 2.05E-02 1.79E-01 1.04E+00 2.66E+00 -1.62E+00 -1.30E+00 + + 757 ++ 1.65E+02 2.05E-02 1.79E-01 2.17E+00 2.36E+00 -1.94E-01 2.23E-01 + + 758 ++ 1.65E+02 2.05E-02 1.79E-01 2.08E-01 1.67E+00 -1.46E+00 -1.83E+00 + + 759 ++ 1.65E+02 2.05E-02 1.79E-01 9.75E-02 8.03E-01 -7.06E-01 -1.24E+00 + + 760 ++ 1.65E+02 2.05E-02 1.79E-01 5.02E-02 3.84E-01 -3.33E-01 -4.34E-01 + + 761 ++ 1.66E+02 3.89E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 762 ++ 1.66E+02 3.89E-02 1.79E-01 7.09E-01 7.73E-01 -6.31E-02 -2.97E-01 + + 763 ++ 1.66E+02 3.89E-02 1.79E-01 2.89E+00 2.58E+00 3.08E-01 2.55E-01 + + 764 ++ 1.66E+02 3.89E-02 1.79E-01 3.18E+00 2.64E+00 5.46E-01 5.28E-01 + + 765 ++ 1.66E+02 3.89E-02 1.79E-01 2.41E+00 2.22E+00 1.88E-01 2.82E-01 + + 766 ++ 1.66E+02 3.89E-02 1.79E-01 4.89E-01 1.50E+00 -1.01E+00 -1.68E+00 + + 767 ++ 1.66E+02 3.89E-02 1.79E-01 2.96E-01 7.30E-01 -4.35E-01 -1.03E+00 + + 768 ++ 1.66E+02 3.89E-02 1.79E-01 1.40E-01 3.54E-01 -2.14E-01 -6.42E-01 + + 769 ++ 1.66E+02 3.89E-02 1.79E-01 1.72E-01 1.19E-01 5.33E-02 1.56E+00 + + 770 ++ 1.66E+02 3.89E-02 1.79E-01 9.09E-02 4.14E-02 4.95E-02 1.57E+00 + + 771 ++ 1.67E+02 3.37E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 772 ++ 1.67E+02 3.37E-02 1.79E-01 2.33E+00 2.11E+00 2.23E-01 -2.46E-01 + + 773 ++ 1.67E+02 3.37E-02 1.79E-01 4.62E+00 2.65E+00 1.97E+00 1.55E+00 + + 774 ++ 1.67E+02 3.37E-02 1.79E-01 3.70E+00 2.59E+00 1.11E+00 7.55E-01 + + 775 ++ 1.67E+02 3.37E-02 1.79E-01 1.90E+00 2.22E+00 -3.14E-01 -7.13E-01 + + 776 ++ 1.67E+02 3.37E-02 1.79E-01 8.36E-01 1.54E+00 -7.09E-01 -1.35E+00 + + 777 ++ 1.67E+02 3.37E-02 1.79E-01 2.62E-01 7.45E-01 -4.83E-01 -1.17E+00 + + 778 ++ 1.67E+02 3.37E-02 1.79E-01 1.29E-01 3.58E-01 -2.29E-01 -4.05E-01 + + 779 ++ 1.67E+02 3.37E-02 1.79E-01 1.03E-01 1.20E-01 -1.71E-02 1.11E+00 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 780 ++ 1.67E+02 3.37E-02 1.79E-01 6.93E-02 4.09E-02 2.84E-02 1.59E+00 + + 781 ++ 1.68E+02 4.00E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 782 ++ 1.68E+02 4.00E-02 1.79E-01 2.07E+00 1.21E+00 8.59E-01 7.57E-01 + + 783 ++ 1.68E+02 4.00E-02 1.79E-01 2.79E+00 2.34E+00 4.54E-01 -4.81E-01 + + 784 ++ 1.68E+02 4.00E-02 1.79E-01 5.12E+00 2.65E+00 2.47E+00 1.58E+00 + + 785 ++ 1.68E+02 4.00E-02 1.79E-01 3.55E+00 2.31E+00 1.24E+00 6.57E-01 + + 786 ++ 1.68E+02 4.00E-02 1.79E-01 1.57E+00 1.56E+00 1.86E-03 -5.29E-01 + + 787 ++ 1.68E+02 4.00E-02 1.79E-01 3.26E-01 7.55E-01 -4.29E-01 -1.33E+00 + + 788 ++ 1.68E+02 4.00E-02 1.79E-01 1.45E-01 3.66E-01 -2.21E-01 -5.39E-01 + + 789 ++ 1.68E+02 4.00E-02 1.79E-01 7.30E-02 1.25E-01 -5.21E-02 6.26E-01 + + 790 ++ 1.68E+02 4.00E-02 1.79E-01 1.38E-01 4.40E-02 9.41E-02 3.12E+00 + + 791 ++ 1.69E+02 5.14E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 792 ++ 1.69E+02 5.14E-02 1.79E-01 3.93E-01 7.29E-01 -3.35E-01 -8.28E-01 + + 793 ++ 1.69E+02 5.14E-02 1.79E-01 1.33E+00 2.24E+00 -9.03E-01 -8.90E-01 + + 794 ++ 1.69E+02 5.14E-02 1.79E-01 2.92E+00 2.61E+00 3.10E-01 4.89E-01 + + 795 ++ 1.69E+02 5.14E-02 1.79E-01 3.24E+00 2.39E+00 8.51E-01 1.11E+00 + + 796 ++ 1.69E+02 5.14E-02 1.79E-01 1.14E+00 1.65E+00 -5.10E-01 -8.57E-01 + + 797 ++ 1.69E+02 5.14E-02 1.79E-01 8.16E-01 8.15E-01 4.53E-04 -3.64E-01 + + 798 ++ 1.69E+02 5.14E-02 1.79E-01 5.90E-01 4.01E-01 1.88E-01 2.82E-01 + + 799 ++ 1.69E+02 5.14E-02 1.79E-01 3.22E-01 1.34E-01 1.88E-01 1.01E+00 + + 800 ++ 1.69E+02 5.14E-02 1.79E-01 2.48E-01 4.65E-02 2.01E-01 2.98E+00 + + 801 ++ 1.70E+02 2.19E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 802 ++ 1.70E+02 2.19E-02 1.79E-01 1.27E+00 1.15E+00 1.13E-01 6.15E-01 + + 803 ++ 1.70E+02 2.19E-02 1.79E-01 2.22E+00 2.52E+00 -3.01E-01 7.25E-02 + + 804 ++ 1.70E+02 2.19E-02 1.79E-01 1.89E+00 2.66E+00 -7.66E-01 -3.66E-01 + + 805 ++ 1.70E+02 2.19E-02 1.79E-01 1.36E+00 2.36E+00 -9.99E-01 -7.00E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 806 ++ 1.70E+02 2.19E-02 1.79E-01 1.10E+00 1.68E+00 -5.82E-01 -3.94E-01 + + 807 ++ 1.70E+02 2.19E-02 1.79E-01 2.67E-01 8.18E-01 -5.51E-01 -9.62E-01 + + 808 ++ 1.70E+02 2.19E-02 1.79E-01 6.82E-02 3.87E-01 -3.18E-01 -7.76E-01 + + 809 ++ 1.71E+02 5.43E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 810 ++ 1.71E+02 5.43E-02 1.79E-01 7.18E-01 1.15E+00 -4.34E-01 -2.58E-01 + + 811 ++ 1.71E+02 5.43E-02 1.79E-01 1.82E+00 2.48E+00 -6.59E-01 -1.77E-01 + + 812 ++ 1.71E+02 5.43E-02 1.79E-01 2.01E+00 2.65E+00 -6.37E-01 -1.86E-01 + + 813 ++ 1.71E+02 5.43E-02 1.79E-01 1.56E+00 2.28E+00 -7.22E-01 -5.15E-01 + + 814 ++ 1.71E+02 5.43E-02 1.79E-01 1.85E+00 1.59E+00 2.57E-01 5.08E-01 + + 815 ++ 1.71E+02 5.43E-02 1.79E-01 1.26E+00 7.73E-01 4.92E-01 8.50E-01 + + 816 ++ 1.71E+02 5.43E-02 1.79E-01 6.82E-01 3.74E-01 3.08E-01 1.51E-02 + + 817 ++ 1.71E+02 5.43E-02 1.79E-01 4.35E-01 1.28E-01 3.07E-01 1.31E+00 + + 818 ++ 1.71E+02 5.43E-02 1.79E-01 3.18E-01 4.40E-02 2.74E-01 3.55E+00 + + 819 ++ 1.72E+02 2.22E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 820 ++ 1.72E+02 2.22E-02 1.79E-01 1.03E+00 8.18E-01 2.15E-01 6.76E-01 + + 821 ++ 1.72E+02 2.22E-02 1.79E-01 2.84E+00 2.49E+00 3.58E-01 4.83E-01 + + 822 ++ 1.72E+02 2.22E-02 1.79E-01 2.49E+00 2.62E+00 -1.27E-01 2.66E-02 + + 823 ++ 1.72E+02 2.22E-02 1.79E-01 1.63E+00 2.23E+00 -6.02E-01 -4.92E-01 + + 824 ++ 1.72E+02 2.22E-02 1.79E-01 5.36E-01 1.58E+00 -1.04E+00 -1.39E+00 + + 825 ++ 1.72E+02 2.22E-02 1.79E-01 1.15E-01 7.63E-01 -6.48E-01 -1.25E+00 + + 826 ++ 1.72E+02 2.22E-02 1.79E-01 8.53E-02 3.70E-01 -2.85E-01 -2.06E-01 + + 827 ++ 1.73E+02 3.84E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 828 ++ 1.73E+02 3.84E-02 1.79E-01 1.53E+00 7.03E-01 8.25E-01 1.77E+00 + + 829 ++ 1.73E+02 3.84E-02 1.79E-01 4.31E+00 2.17E+00 2.14E+00 1.56E+00 + + 830 ++ 1.73E+02 3.84E-02 1.79E-01 3.71E+00 2.65E+00 1.06E+00 9.87E-02 + + 831 ++ 1.73E+02 3.84E-02 1.79E-01 3.32E+00 2.36E+00 9.60E-01 2.67E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 832 ++ 1.73E+02 3.84E-02 1.79E-01 1.56E+00 1.62E+00 -6.38E-02 -6.11E-01 + + 833 ++ 1.73E+02 3.84E-02 1.79E-01 7.68E-02 7.80E-01 -7.03E-01 -2.03E+00 + + 834 ++ 1.73E+02 3.84E-02 1.79E-01 1.16E-01 3.79E-01 -2.62E-01 -3.20E-01 + + 835 ++ 1.73E+02 3.84E-02 1.79E-01 9.84E-02 1.25E-01 -2.69E-02 1.55E+00 + + 836 ++ 1.73E+02 3.84E-02 1.79E-01 1.07E-01 4.24E-02 6.44E-02 2.88E+00 + + 837 ++ 1.74E+02 5.73E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 838 ++ 1.74E+02 5.73E-02 1.79E-01 6.42E-01 6.70E-01 -2.76E-02 -5.29E-01 + + 839 ++ 1.74E+02 5.73E-02 1.79E-01 2.45E+00 2.58E+00 -1.39E-01 -5.85E-01 + + 840 ++ 1.74E+02 5.73E-02 1.79E-01 3.59E+00 2.62E+00 9.72E-01 5.79E-01 + + 841 ++ 1.74E+02 5.73E-02 1.79E-01 4.17E+00 2.28E+00 1.88E+00 1.86E+00 + + 842 ++ 1.74E+02 5.73E-02 1.79E-01 1.43E+00 1.64E+00 -2.03E-01 -7.33E-01 + + 843 ++ 1.74E+02 5.73E-02 1.79E-01 7.34E-01 7.93E-01 -5.85E-02 -4.82E-01 + + 844 ++ 1.74E+02 5.73E-02 1.79E-01 3.83E-01 4.02E-01 -1.94E-02 -3.76E-01 + + 845 ++ 1.74E+02 5.73E-02 1.79E-01 1.73E-01 1.35E-01 3.86E-02 1.68E-01 + + 846 ++ 1.74E+02 5.73E-02 1.79E-01 2.44E-01 4.57E-02 1.98E-01 3.96E+00 + + 847 ++ 1.75E+02 3.69E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 848 ++ 1.75E+02 3.69E-02 1.79E-01 3.21E+00 1.58E+00 1.63E+00 1.74E+00 + + 849 ++ 1.75E+02 3.69E-02 1.79E-01 4.31E+00 2.55E+00 1.77E+00 9.90E-01 + + 850 ++ 1.75E+02 3.69E-02 1.79E-01 4.49E+00 2.62E+00 1.87E+00 1.16E+00 + + 851 ++ 1.75E+02 3.69E-02 1.79E-01 1.82E+00 2.18E+00 -3.61E-01 -1.08E+00 + + 852 ++ 1.75E+02 3.69E-02 1.79E-01 4.78E-01 1.51E+00 -1.04E+00 -2.15E+00 + + 853 ++ 1.75E+02 3.69E-02 1.79E-01 1.99E-01 7.26E-01 -5.27E-01 -1.13E+00 + + 854 ++ 1.75E+02 3.69E-02 1.79E-01 1.50E-01 3.57E-01 -2.07E-01 3.16E-01 + + 855 ++ 1.75E+02 3.69E-02 1.79E-01 8.57E-02 1.20E-01 -3.44E-02 1.67E+00 + + 856 ++ 1.76E+02 5.89E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 857 ++ 1.76E+02 5.89E-02 1.79E-01 9.81E-02 8.59E-02 1.22E-02 3.71E-01 + +1 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 858 ++ 1.76E+02 5.89E-02 1.79E-01 2.05E+00 2.36E+00 -3.08E-01 -4.87E-01 + + 859 ++ 1.76E+02 5.89E-02 1.79E-01 2.97E+00 2.66E+00 3.12E-01 1.69E-01 + + 860 ++ 1.76E+02 5.89E-02 1.79E-01 3.23E+00 2.35E+00 8.76E-01 8.55E-01 + + 861 ++ 1.76E+02 5.89E-02 1.79E-01 1.83E+00 1.64E+00 1.98E-01 1.06E-01 + + 862 ++ 1.76E+02 5.89E-02 1.79E-01 7.54E-01 7.92E-01 -3.73E-02 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++ 1.79E+02 6.72E-02 1.79E-01 3.96E+00 2.65E+00 1.31E+00 5.56E-01 + + 890 ++ 1.79E+02 6.72E-02 1.79E-01 3.18E+00 2.42E+00 7.56E-01 1.39E-01 + + 891 ++ 1.79E+02 6.72E-02 1.79E-01 1.65E+00 1.75E+00 -9.35E-02 -7.10E-01 + + 892 ++ 1.79E+02 6.72E-02 1.79E-01 4.41E-01 8.38E-01 -3.97E-01 -1.42E+00 + + 893 ++ 1.79E+02 6.72E-02 1.79E-01 2.85E-01 4.04E-01 -1.19E-01 -5.01E-01 + + 894 ++ 1.79E+02 6.72E-02 1.79E-01 3.05E-01 1.39E-01 1.66E-01 2.46E+00 + + 895 ++ 1.79E+02 6.72E-02 1.79E-01 2.49E-01 4.89E-02 2.00E-01 4.37E+00 + + 896 ++ 1.80E+02 2.23E-02 1.79E-01 0.00E+00 0.00E+00 0.00E+00 0.00E+00 + + 897 ++ 1.80E+02 2.23E-02 1.79E-01 6.96E-01 1.84E+00 -1.14E+00 -1.01E+00 + + 898 ++ 1.80E+02 2.23E-02 1.79E-01 1.81E+00 2.54E+00 -7.32E-01 -1.29E-01 + + 899 ++ 1.80E+02 2.23E-02 1.79E-01 2.42E+00 2.62E+00 -2.03E-01 4.55E-01 + + 900 ++ 1.80E+02 2.23E-02 1.79E-01 1.39E+00 2.30E+00 -9.15E-01 -4.02E-01 + +1TABLE NO. 2 + + LINE NO.ID V2 V3 DV PRED RES WRES + + 1 ++ 1.80E+02 2.23E-02 1.79E-01 6.15E-01 1.57E+00 -9.59E-01 -9.64E-01 + + 2 ++ 1.80E+02 2.23E-02 1.79E-01 2.41E-01 7.59E-01 -5.18E-01 -1.01E+00 + + 3 ++ 1.80E+02 2.23E-02 1.79E-01 9.75E-02 3.69E-01 -2.71E-01 -8.89E-01 + + 4 ++ 1.80E+02 2.23E-02 1.79E-01 8.01E-02 1.27E-01 -4.67E-02 1.40E-01 + + 5 ++ 1.80E+02 2.23E-02 1.79E-01 6.57E-02 4.41E-02 2.16E-02 9.40E-01 + + Elapsed finaloutput time in seconds: 0.06 + #CPUT: Total CPU Time in Seconds, 5.562 +Stop Time: +Sat Jul 27 04:52:33 PM EDT 2024 diff --git a/tests/testthat/testData/nonmem/xgxr018.phi b/tests/testthat/testData/nonmem/xgxr018.phi index 64d41351..8bacbf29 100644 --- a/tests/testthat/testData/nonmem/xgxr018.phi +++ b/tests/testthat/testData/nonmem/xgxr018.phi @@ -4,149 +4,149 @@ TABLE NO. 1: First Order Conditional Estimation with Interaction: Problem=1 2 32 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 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0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.0461789067518970 + 140 170 4.94309E-01 -6.52810E-01 1.37838E-03 0.00000E+00 0.00000E+00 1.46694E-02 -2.66581E-03 1.37218E-02 -2.76300E-05 1.76632E-04 2.15901E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -7.0523828951658789 + 141 171 -6.81944E-01 2.57457E-01 -6.15413E-04 0.00000E+00 0.00000E+00 1.78407E-02 -5.64253E-03 1.18044E-02 -2.16325E-05 1.88259E-04 2.15889E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -11.546675297479020 + 142 172 6.73249E-01 -6.39597E-01 1.36873E-03 0.00000E+00 0.00000E+00 1.37649E-02 -1.42431E-03 1.40411E-02 -3.25838E-05 1.73745E-04 2.15870E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -4.6848416016496461 + 143 173 5.81933E-01 -8.95066E-02 7.93331E-04 0.00000E+00 0.00000E+00 9.52084E-03 -2.77054E-06 1.31221E-02 -3.24948E-05 1.67663E-04 2.15897E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.7153485105824753 + 144 174 -2.91186E-01 3.11015E-01 -7.47281E-04 0.00000E+00 0.00000E+00 1.07162E-02 -1.09410E-03 1.04269E-02 -2.19519E-05 1.85374E-04 2.15869E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.26850151151881541 + 145 175 5.44268E-01 -1.30177E-01 8.07411E-04 0.00000E+00 0.00000E+00 1.01173E-02 2.85664E-04 1.28725E-02 -2.46014E-05 1.79299E-04 2.15940E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.92311950720813707 + 146 176 -4.77977E-01 3.38617E-01 -4.65439E-04 0.00000E+00 0.00000E+00 1.42747E-02 -2.02234E-03 1.10619E-02 -1.71786E-05 1.88998E-04 2.15947E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -5.0699151884166858 + 147 177 -2.96866E-01 -3.66850E-03 1.40930E-04 0.00000E+00 0.00000E+00 1.19373E-02 -2.02608E-03 1.10791E-02 -2.64046E-05 1.79696E-04 2.15878E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -14.004339168483558 + 148 178 -1.33613E-01 2.03886E-01 -1.43071E-04 0.00000E+00 0.00000E+00 9.71386E-03 -6.16404E-04 1.08272E-02 -2.56663E-05 1.79103E-04 2.15878E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -3.4889267623859950 + 149 179 -1.99878E-01 4.70223E-01 6.23872E-04 0.00000E+00 0.00000E+00 8.99229E-03 -3.12843E-04 1.06315E-02 -2.80563E-05 1.77094E-04 2.15872E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 7.3824770391373900 + 150 180 2.00033E-01 -6.33273E-01 8.65515E-04 0.00000E+00 0.00000E+00 1.49172E-02 -2.95815E-03 1.30234E-02 -1.94118E-05 1.82836E-04 2.15949E-04 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -13.228464149880196 diff --git a/tests/testthat/testData/nonmem/xgxr018_res.txt b/tests/testthat/testData/nonmem/xgxr018_res.txt index f2465356..4fafc906 100644 --- a/tests/testthat/testData/nonmem/xgxr018_res.txt +++ b/tests/testthat/testData/nonmem/xgxr018_res.txt @@ -1,908 +1,908 @@ TABLE NO. 1 KA Q DV PRED RES WRES - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0098E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0098E-01 2.3074E+06 5.9541E-02 2.6558E-02 3.2983E-02 8.0304E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9894E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9894E-01 2.3074E+06 5.7728E-02 2.6537E-02 3.1191E-02 7.6078E-01 - 1.9762E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9762E-01 2.3074E+06 5.3388E-02 2.5065E-02 2.8323E-02 6.9502E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.1044E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.1044E-01 2.3074E+06 7.0144E-02 2.6449E-02 4.3695E-02 1.0641E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9372E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9372E-01 2.3074E+06 5.3046E-02 2.3710E-02 2.9336E-02 7.3417E-01 - 1.9343E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9343E-01 2.3074E+06 5.4191E-02 2.2545E-02 3.1646E-02 7.9895E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9941E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9941E-01 2.3074E+06 5.5448E-02 2.4693E-02 3.0755E-02 7.5640E-01 - 2.3285E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3285E-01 2.3074E+06 6.1782E-02 2.6589E-02 3.5193E-02 7.8423E-01 - 2.3285E-01 2.3074E+06 8.7176E-02 2.3414E-02 6.3762E-02 1.5632E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9772E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9772E-01 2.3074E+06 6.1108E-02 2.3292E-02 3.7816E-02 9.4946E-01 - 1.9660E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9660E-01 2.3074E+06 5.8852E-02 2.3411E-02 3.5441E-02 8.8903E-01 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3594E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.3594E-01 2.3074E+06 6.5172E-02 2.6540E-02 3.8632E-02 8.6932E-01 - 2.3594E-01 2.3074E+06 8.5506E-02 2.3696E-02 6.1810E-02 1.5060E+00 - 1.8120E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.2641E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.2641E-01 2.3074E+06 6.3257E-02 3.3198E-02 3.0059E-02 4.9574E-01 - 2.2641E-01 2.3074E+06 7.3687E-02 7.9487E-02 -5.8002E-03 -6.2849E-01 - 2.2641E-01 2.3074E+06 1.8979E-01 8.8671E-02 1.0112E-01 1.5147E+00 - 2.2641E-01 2.3074E+06 1.3310E-01 8.0542E-02 5.2558E-02 6.4179E-01 - 1.8277E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.8277E-01 2.3074E+06 9.7183E-02 8.2869E-02 1.4314E-02 1.9154E-01 - 1.8277E-01 2.3074E+06 8.4462E-02 8.7660E-02 -3.1984E-03 -1.6989E-01 - 1.8277E-01 2.3074E+06 9.9815E-02 7.6922E-02 2.2893E-02 4.0125E-01 - 1.5783E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.5783E-01 2.3074E+06 7.5575E-02 8.4565E-02 -8.9902E-03 -2.6418E-02 - 1.5783E-01 2.3074E+06 6.2657E-02 8.8341E-02 -2.5684E-02 -3.6151E-01 - 1.5783E-01 2.3074E+06 6.3535E-02 7.6873E-02 -1.3338E-02 -1.5218E-01 - 1.6712E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.6712E-01 2.3074E+06 7.9001E-02 7.2941E-02 6.0595E-03 1.8620E-01 - 1.6712E-01 2.3074E+06 6.5457E-02 8.8645E-02 -2.3188E-02 -4.0951E-01 - 1.6712E-01 2.3074E+06 6.1901E-02 5.5930E-02 5.9707E-03 1.6980E-01 - 1.7554E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.7554E-01 2.3074E+06 7.9770E-02 8.8690E-02 -8.9198E-03 -2.0750E-01 - 1.7554E-01 2.3074E+06 9.5357E-02 7.7396E-02 1.7961E-02 3.6021E-01 - 1.5618E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.5618E-01 2.3074E+06 5.3488E-02 8.7050E-02 -3.3562E-02 -5.1146E-01 - 1.5618E-01 2.3074E+06 7.8787E-02 8.6229E-02 -7.4420E-03 9.7671E-03 - 1.5485E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.5485E-01 2.3074E+06 5.6598E-02 8.8200E-02 -3.1602E-02 -4.5025E-01 - 1.5485E-01 2.3074E+06 6.1905E-02 7.5529E-02 -1.3624E-02 -1.3628E-01 - 2.0780E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0780E-01 2.3074E+06 6.7591E-02 5.2777E-02 1.4814E-02 1.0137E-01 - 2.0780E-01 2.3074E+06 1.1906E-01 8.5186E-02 3.3874E-02 3.6263E-01 - 2.0780E-01 2.3074E+06 1.3329E-01 8.8156E-02 4.5134E-02 5.8641E-01 - 2.0780E-01 2.3074E+06 9.2449E-02 7.4215E-02 1.8234E-02 1.3156E-01 - 2.0780E-01 2.3074E+06 5.7499E-02 5.1754E-02 5.7448E-03 -1.3956E-02 - 2.0089E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 2.0089E-01 2.3074E+06 9.6482E-02 4.8750E-02 4.7732E-02 9.8463E-01 - 2.0089E-01 2.3074E+06 9.1304E-02 8.0308E-02 1.0996E-02 3.3088E-03 - 2.0089E-01 2.3074E+06 9.5125E-02 8.8652E-02 6.4733E-03 -1.0085E-01 - 2.0089E-01 2.3074E+06 1.0366E-01 7.8999E-02 2.4661E-02 3.2478E-01 - 1.7706E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.7706E-01 2.3074E+06 5.0509E-02 4.4772E-02 5.7369E-03 1.1089E-01 - 1.7706E-01 2.3074E+06 6.5368E-02 8.5567E-02 -2.0199E-02 -4.5852E-01 - 1.7706E-01 2.3074E+06 1.1613E-01 8.7053E-02 2.9077E-02 5.4734E-01 - 1.7706E-01 2.3074E+06 7.9521E-02 7.6820E-02 2.7011E-03 1.7880E-02 - 1.9697E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9697E-01 2.3074E+06 7.7593E-02 5.7663E-02 1.9930E-02 2.6636E-01 - 1.9697E-01 2.3074E+06 1.1922E-01 8.3653E-02 3.5567E-02 4.9006E-01 - 1.9697E-01 2.3074E+06 8.4979E-02 8.8306E-02 -3.3271E-03 -3.1120E-01 - 1.9697E-01 2.3074E+06 1.1295E-01 7.6375E-02 3.6575E-02 5.8281E-01 - 1.9382E-01 2.3074E+06 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 - 1.9382E-01 2.3074E+06 7.3797E-02 4.1095E-02 3.2702E-02 6.0600E-01 - 1.9382E-01 2.3074E+06 6.9249E-02 7.3113E-02 -3.8642E-03 -3.9503E-01 - 1.9382E-01 2.3074E+06 1.2861E-01 8.8470E-02 4.0140E-02 4.6791E-01 - 1.9382E-01 2.3074E+06 1.0838E-01 7.9845E-02 2.8535E-02 2.9538E-01 - 1.9382E-01 2.3074E+06 1.0479E-01 5.5123E-02 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3.5531E-01 1.0732E+04 1.0334E+00 8.1837E-01 2.1503E-01 6.7551E-01 + 3.5531E-01 1.0732E+04 2.8445E+00 2.4861E+00 3.5837E-01 4.8342E-01 + 3.5531E-01 1.0732E+04 2.4939E+00 2.6207E+00 -1.2682E-01 2.6573E-02 + 3.5531E-01 1.0732E+04 1.6299E+00 2.2318E+00 -6.0190E-01 -4.9236E-01 + 3.5531E-01 1.0732E+04 5.3568E-01 1.5753E+00 -1.0396E+00 -1.3930E+00 + 3.5531E-01 1.0732E+04 1.1459E-01 7.6263E-01 -6.4804E-01 -1.2518E+00 + 3.5531E-01 1.0732E+04 8.5280E-02 3.6986E-01 -2.8458E-01 -2.0593E-01 + 3.2430E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 3.2430E-01 1.0732E+04 1.5278E+00 7.0263E-01 8.2517E-01 1.7734E+00 + 3.2430E-01 1.0732E+04 4.3087E+00 2.1721E+00 2.1366E+00 1.5563E+00 + 3.2430E-01 1.0732E+04 3.7125E+00 2.6522E+00 1.0603E+00 9.8711E-02 + 3.2430E-01 1.0732E+04 3.3198E+00 2.3598E+00 9.5999E-01 2.6696E-01 + 3.2430E-01 1.0732E+04 1.5593E+00 1.6231E+00 -6.3756E-02 -6.1134E-01 + 3.2430E-01 1.0732E+04 7.6807E-02 7.7953E-01 -7.0273E-01 -2.0289E+00 + 3.2430E-01 1.0732E+04 1.1618E-01 3.7853E-01 -2.6235E-01 -3.2005E-01 + 3.2430E-01 1.0732E+04 9.8357E-02 1.2527E-01 -2.6912E-02 1.5482E+00 + 3.2430E-01 1.0732E+04 1.0685E-01 4.2444E-02 6.4406E-02 2.8764E+00 + 1.3544E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.3544E-01 1.0732E+04 6.4220E-01 6.6978E-01 -2.7576E-02 -5.2874E-01 + 1.3544E-01 1.0732E+04 2.4457E+00 2.5847E+00 -1.3898E-01 -5.8502E-01 + 1.3544E-01 1.0732E+04 3.5908E+00 2.6185E+00 9.7227E-01 5.7860E-01 + 1.3544E-01 1.0732E+04 4.1654E+00 2.2839E+00 1.8815E+00 1.8649E+00 + 1.3544E-01 1.0732E+04 1.4329E+00 1.6356E+00 -2.0271E-01 -7.3296E-01 + 1.3544E-01 1.0732E+04 7.3403E-01 7.9257E-01 -5.8539E-02 -4.8187E-01 + 1.3544E-01 1.0732E+04 3.8258E-01 4.0196E-01 -1.9384E-02 -3.7601E-01 + 1.3544E-01 1.0732E+04 1.7337E-01 1.3479E-01 3.8581E-02 1.6834E-01 + 1.3544E-01 1.0732E+04 2.4384E-01 4.5652E-02 1.9819E-01 3.9624E+00 + 3.1232E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 3.1232E-01 1.0732E+04 3.2069E+00 1.5785E+00 1.6284E+00 1.7395E+00 + 3.1232E-01 1.0732E+04 4.3127E+00 2.5476E+00 1.7651E+00 9.9016E-01 + 3.1232E-01 1.0732E+04 4.4909E+00 2.6205E+00 1.8704E+00 1.1559E+00 + 3.1232E-01 1.0732E+04 1.8174E+00 2.1787E+00 -3.6130E-01 -1.0751E+00 + 3.1232E-01 1.0732E+04 4.7795E-01 1.5142E+00 -1.0363E+00 -2.1466E+00 + 3.1232E-01 1.0732E+04 1.9892E-01 7.2581E-01 -5.2689E-01 -1.1332E+00 + 3.1232E-01 1.0732E+04 1.5005E-01 3.5696E-01 -2.0691E-01 3.1583E-01 + 3.1232E-01 1.0732E+04 8.5676E-02 1.2003E-01 -3.4355E-02 1.6699E+00 + 1.1237E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.1237E-01 1.0732E+04 9.8081E-02 8.5911E-02 1.2170E-02 3.7068E-01 + 1.1237E-01 1.0732E+04 2.0518E+00 2.3599E+00 -3.0814E-01 -4.8684E-01 + 1.1237E-01 1.0732E+04 2.9713E+00 2.6593E+00 3.1196E-01 1.6904E-01 + 1.1237E-01 1.0732E+04 3.2280E+00 2.3522E+00 8.7577E-01 8.5510E-01 + 1.1237E-01 1.0732E+04 1.8350E+00 1.6375E+00 1.9754E-01 1.0613E-01 + 1.1237E-01 1.0732E+04 7.5430E-01 7.9158E-01 -3.7280E-02 -5.9449E-01 + 1.1237E-01 1.0732E+04 6.1321E-01 3.9301E-01 2.2020E-01 6.6787E-01 + 1.1237E-01 1.0732E+04 1.3569E-01 1.3299E-01 2.7028E-03 -1.0699E+00 + 1.1237E-01 1.0732E+04 3.3498E-01 4.6208E-02 2.8877E-01 5.2861E+00 + 1.3468E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.3468E-01 1.0732E+04 7.7650E-01 9.1680E-01 -1.4030E-01 1.8491E-03 + 1.3468E-01 1.0732E+04 1.7670E+00 2.2497E+00 -4.8272E-01 -2.6430E-01 + 1.3468E-01 1.0732E+04 2.7276E+00 2.6598E+00 6.7833E-02 3.6210E-01 + 1.3468E-01 1.0732E+04 2.1203E+00 2.3534E+00 -2.3308E-01 1.0788E-02 + 1.3468E-01 1.0732E+04 7.2436E-01 1.6019E+00 -8.7749E-01 -1.3314E+00 + 1.3468E-01 1.0732E+04 9.0244E-01 7.6867E-01 1.3377E-01 4.9268E-01 + 1.3468E-01 1.0732E+04 3.6619E-01 3.6424E-01 1.9541E-03 -3.3472E-01 + 1.3468E-01 1.0732E+04 2.3600E-01 1.2240E-01 1.1360E-01 9.0554E-01 + 1.3468E-01 1.0732E+04 1.4187E-01 4.2135E-02 9.9735E-02 1.5555E+00 + 1.5856E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.5856E-01 1.0732E+04 6.3351E-01 7.0081E-01 -6.7299E-02 -8.6600E-01 + 1.5856E-01 1.0732E+04 3.8886E+00 2.3671E+00 1.5215E+00 1.1536E+00 + 1.5856E-01 1.0732E+04 3.0963E+00 2.6601E+00 4.3623E-01 -1.1019E-01 + 1.5856E-01 1.0732E+04 3.2475E+00 2.3417E+00 9.0582E-01 5.5706E-01 + 1.5856E-01 1.0732E+04 1.9013E+00 1.6042E+00 2.9705E-01 1.5001E-01 + 1.5856E-01 1.0732E+04 4.8786E-01 8.0279E-01 -3.1493E-01 -1.1832E+00 + 1.5856E-01 1.0732E+04 3.3389E-01 3.9689E-01 -6.2997E-02 -2.5603E-01 + 1.5856E-01 1.0732E+04 1.7029E-01 1.3625E-01 3.4042E-02 6.4828E-01 + 1.5856E-01 1.0732E+04 1.8108E-01 4.7466E-02 1.3361E-01 2.9689E+00 + 1.4839E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 1.4839E-01 1.0732E+04 8.6104E-01 4.8636E-01 3.7468E-01 1.1255E+00 + 1.4839E-01 1.0732E+04 3.7022E+00 1.9829E+00 1.7193E+00 1.4743E+00 + 1.4839E-01 1.0732E+04 3.9559E+00 2.6453E+00 1.3106E+00 5.5640E-01 + 1.4839E-01 1.0732E+04 3.1761E+00 2.4198E+00 7.5625E-01 1.3863E-01 + 1.4839E-01 1.0732E+04 1.6545E+00 1.7480E+00 -9.3452E-02 -7.1020E-01 + 1.4839E-01 1.0732E+04 4.4108E-01 8.3846E-01 -3.9738E-01 -1.4193E+00 + 1.4839E-01 1.0732E+04 2.8489E-01 4.0407E-01 -1.1918E-01 -5.0112E-01 + 1.4839E-01 1.0732E+04 3.0512E-01 1.3944E-01 1.6568E-01 2.4618E+00 + 1.4839E-01 1.0732E+04 2.4914E-01 4.8865E-02 2.0027E-01 4.3680E+00 + 2.2136E-01 1.0732E+04 0.0000E+00 0.0000E+00 0.0000E+00 0.0000E+00 + 2.2136E-01 1.0732E+04 6.9625E-01 1.8383E+00 -1.1421E+00 -1.0076E+00 + 2.2136E-01 1.0732E+04 1.8122E+00 2.5440E+00 -7.3175E-01 -1.2911E-01 + 2.2136E-01 1.0732E+04 2.4193E+00 2.6228E+00 -2.0345E-01 4.5465E-01 + 2.2136E-01 1.0732E+04 1.3850E+00 2.3003E+00 -9.1528E-01 -4.0203E-01 KA Q DV PRED RES WRES - 2.2127E-01 2.3074E+06 6.1468E-01 1.5744E+00 -9.5970E-01 -9.6380E-01 - 2.2127E-01 2.3074E+06 2.4103E-01 7.5909E-01 -5.1806E-01 -1.0105E+00 - 2.2127E-01 2.3074E+06 9.7516E-02 3.6883E-01 -2.7132E-01 -8.8978E-01 - 2.2127E-01 2.3074E+06 8.0055E-02 1.2683E-01 -4.6772E-02 1.3973E-01 - 2.2127E-01 2.3074E+06 6.5688E-02 4.4119E-02 2.1569E-02 9.4016E-01 + 2.2136E-01 1.0732E+04 6.1468E-01 1.5740E+00 -9.5929E-01 -9.6354E-01 + 2.2136E-01 1.0732E+04 2.4103E-01 7.5880E-01 -5.1777E-01 -1.0101E+00 + 2.2136E-01 1.0732E+04 9.7516E-02 3.6865E-01 -2.7113E-01 -8.8920E-01 + 2.2136E-01 1.0732E+04 8.0055E-02 1.2674E-01 -4.6685E-02 1.4030E-01 + 2.2136E-01 1.0732E+04 6.5688E-02 4.4081E-02 2.1607E-02 9.4012E-01 diff --git a/tests/testthat/testData/nonmem/xgxr018_res_fo.txt b/tests/testthat/testData/nonmem/xgxr018_res_fo.txt index aaad37a8..eef788a6 100644 --- a/tests/testthat/testData/nonmem/xgxr018_res_fo.txt +++ b/tests/testthat/testData/nonmem/xgxr018_res_fo.txt @@ -1,152 +1,152 @@ TABLE NO. 3 ID ,CL - 3.10000000E+01, 7.24569055E-01 - 3.20000000E+01, 7.24569055E-01 - 3.30000000E+01, 7.24569055E-01 - 3.40000000E+01, 7.24569055E-01 - 3.50000000E+01, 7.24511011E-01 - 3.60000000E+01, 7.24569055E-01 - 3.70000000E+01, 7.24569055E-01 - 3.80000000E+01, 7.24569055E-01 - 3.90000000E+01, 7.24569055E-01 - 4.00000000E+01, 7.24510458E-01 - 4.10000000E+01, 7.24531996E-01 - 4.20000000E+01, 7.24569055E-01 - 4.30000000E+01, 7.24488431E-01 - 4.40000000E+01, 7.24569055E-01 - 4.50000000E+01, 7.24569055E-01 - 4.60000000E+01, 7.24569055E-01 - 4.70000000E+01, 7.24511023E-01 - 4.80000000E+01, 7.24506937E-01 - 4.90000000E+01, 7.24569055E-01 - 5.00000000E+01, 7.24529811E-01 - 5.10000000E+01, 7.24356244E-01 - 5.20000000E+01, 7.24569055E-01 - 5.30000000E+01, 7.24569055E-01 - 5.40000000E+01, 7.24489952E-01 - 5.50000000E+01, 7.24495976E-01 - 5.60000000E+01, 7.24569055E-01 - 5.70000000E+01, 7.24569055E-01 - 5.80000000E+01, 7.24569055E-01 - 5.90000000E+01, 7.24354883E-01 - 6.00000000E+01, 7.24569055E-01 - 6.10000000E+01, 7.24371960E-01 - 6.20000000E+01, 7.24552353E-01 - 6.30000000E+01, 7.24662176E-01 - 6.40000000E+01, 7.24616610E-01 - 6.50000000E+01, 7.24566027E-01 - 6.60000000E+01, 7.24639452E-01 - 6.70000000E+01, 7.24672590E-01 - 6.80000000E+01, 7.24505215E-01 - 6.90000000E+01, 7.24594748E-01 - 7.00000000E+01, 7.24553745E-01 - 7.10000000E+01, 7.24522904E-01 - 7.20000000E+01, 7.24404105E-01 - 7.30000000E+01, 7.24346613E-01 - 7.40000000E+01, 7.24299951E-01 - 7.50000000E+01, 7.24306138E-01 - 7.60000000E+01, 7.24556180E-01 - 7.70000000E+01, 7.24163007E-01 - 7.80000000E+01, 7.24649478E-01 - 7.90000000E+01, 7.24647436E-01 - 8.00000000E+01, 7.24573054E-01 - 8.10000000E+01, 7.24317393E-01 - 8.20000000E+01, 7.24617028E-01 - 8.30000000E+01, 7.24385014E-01 - 8.40000000E+01, 7.24563327E-01 - 8.50000000E+01, 7.24326355E-01 - 8.60000000E+01, 7.24432706E-01 - 8.70000000E+01, 7.24405417E-01 - 8.80000000E+01, 7.24453111E-01 - 8.90000000E+01, 7.24576210E-01 - 9.00000000E+01, 7.24539780E-01 - 9.10000000E+01, 7.24149424E-01 - 9.20000000E+01, 7.24460559E-01 - 9.30000000E+01, 7.24995395E-01 - 9.40000000E+01, 7.24673531E-01 - 9.50000000E+01, 7.24478176E-01 - 9.60000000E+01, 7.24509190E-01 - 9.70000000E+01, 7.24804763E-01 - 9.80000000E+01, 7.24104363E-01 - 9.90000000E+01, 7.24389732E-01 - 1.00000000E+02, 7.24800209E-01 - 1.01000000E+02, 7.24705091E-01 - 1.02000000E+02, 7.24558728E-01 - 1.03000000E+02, 7.24556038E-01 - 1.04000000E+02, 7.24647568E-01 - 1.05000000E+02, 7.24523772E-01 - 1.06000000E+02, 7.24769918E-01 - 1.07000000E+02, 7.24791537E-01 - 1.08000000E+02, 7.24755854E-01 - 1.09000000E+02, 7.24469215E-01 - 1.10000000E+02, 7.24860926E-01 - 1.11000000E+02, 7.24624409E-01 - 1.12000000E+02, 7.24503956E-01 - 1.13000000E+02, 7.24303562E-01 - 1.14000000E+02, 7.24344512E-01 - 1.15000000E+02, 7.24723897E-01 - 1.16000000E+02, 7.24750024E-01 - 1.17000000E+02, 7.24877381E-01 - 1.18000000E+02, 7.24891256E-01 - 1.19000000E+02, 7.24778311E-01 - 1.20000000E+02, 7.24826957E-01 - 1.21000000E+02, 7.24493100E-01 - 1.22000000E+02, 7.24397339E-01 - 1.23000000E+02, 7.24531769E-01 - 1.24000000E+02, 7.24726912E-01 - 1.25000000E+02, 7.24418180E-01 - 1.26000000E+02, 7.24635741E-01 - 1.27000000E+02, 7.23608777E-01 - 1.28000000E+02, 7.24924234E-01 - 1.29000000E+02, 7.24418190E-01 - 1.30000000E+02, 7.24439009E-01 - 1.31000000E+02, 7.24031429E-01 - 1.32000000E+02, 7.24050928E-01 - 1.33000000E+02, 7.24803560E-01 - 1.34000000E+02, 7.24855149E-01 - 1.35000000E+02, 7.24435327E-01 - 1.36000000E+02, 7.24367861E-01 - 1.37000000E+02, 7.25036557E-01 - 1.38000000E+02, 7.24627471E-01 - 1.39000000E+02, 7.23870123E-01 - 1.40000000E+02, 7.24403219E-01 - 1.41000000E+02, 7.24165398E-01 - 1.42000000E+02, 7.25112020E-01 - 1.43000000E+02, 7.24162760E-01 - 1.44000000E+02, 7.24217402E-01 - 1.45000000E+02, 7.24682759E-01 - 1.46000000E+02, 7.24525180E-01 - 1.47000000E+02, 7.24486106E-01 - 1.48000000E+02, 7.24396086E-01 - 1.49000000E+02, 7.24914328E-01 - 1.50000000E+02, 7.24868646E-01 - 1.51000000E+02, 7.23443299E-01 - 1.52000000E+02, 7.24184671E-01 - 1.53000000E+02, 7.24746404E-01 - 1.54000000E+02, 7.24633280E-01 - 1.55000000E+02, 7.24698019E-01 - 1.56000000E+02, 7.24856760E-01 - 1.57000000E+02, 7.24524175E-01 - 1.58000000E+02, 7.24004933E-01 - 1.59000000E+02, 7.24309020E-01 - 1.60000000E+02, 7.25088389E-01 - 1.61000000E+02, 7.25113486E-01 - 1.62000000E+02, 7.25161288E-01 - 1.63000000E+02, 7.25030085E-01 - 1.64000000E+02, 7.24200778E-01 - 1.65000000E+02, 7.25255439E-01 - 1.66000000E+02, 7.24669618E-01 - 1.67000000E+02, 7.24838144E-01 - 1.68000000E+02, 7.24637852E-01 - 1.69000000E+02, 7.24111562E-01 - 1.70000000E+02, 7.25350441E-01 - 1.71000000E+02, 7.24220588E-01 - 1.72000000E+02, 7.25344934E-01 - 1.73000000E+02, 7.25018857E-01 - 1.74000000E+02, 7.24145831E-01 - 1.75000000E+02, 7.25026573E-01 - 1.76000000E+02, 7.24305886E-01 - 1.77000000E+02, 7.24648878E-01 - 1.78000000E+02, 7.24487908E-01 - 1.79000000E+02, 7.24922581E-01 - 1.80000000E+02, 7.25059570E-01 + 3.10000000E+01, 7.24812598E-01 + 3.20000000E+01, 7.24812598E-01 + 3.30000000E+01, 7.24812598E-01 + 3.40000000E+01, 7.24812598E-01 + 3.50000000E+01, 7.24738407E-01 + 3.60000000E+01, 7.24812598E-01 + 3.70000000E+01, 7.24812598E-01 + 3.80000000E+01, 7.24812598E-01 + 3.90000000E+01, 7.24812598E-01 + 4.00000000E+01, 7.24737696E-01 + 4.10000000E+01, 7.24765232E-01 + 4.20000000E+01, 7.24812598E-01 + 4.30000000E+01, 7.24709557E-01 + 4.40000000E+01, 7.24812598E-01 + 4.50000000E+01, 7.24812598E-01 + 4.60000000E+01, 7.24812598E-01 + 4.70000000E+01, 7.24738419E-01 + 4.80000000E+01, 7.24733199E-01 + 4.90000000E+01, 7.24812598E-01 + 5.00000000E+01, 7.24762441E-01 + 5.10000000E+01, 7.24540559E-01 + 5.20000000E+01, 7.24812598E-01 + 5.30000000E+01, 7.24812598E-01 + 5.40000000E+01, 7.24711489E-01 + 5.50000000E+01, 7.24719190E-01 + 5.60000000E+01, 7.24812598E-01 + 5.70000000E+01, 7.24812598E-01 + 5.80000000E+01, 7.24812598E-01 + 5.90000000E+01, 7.24538817E-01 + 6.00000000E+01, 7.24812598E-01 + 6.10000000E+01, 7.24560421E-01 + 6.20000000E+01, 7.24791166E-01 + 6.30000000E+01, 7.24931643E-01 + 6.40000000E+01, 7.24873349E-01 + 6.50000000E+01, 7.24808658E-01 + 6.60000000E+01, 7.24902579E-01 + 6.70000000E+01, 7.24944967E-01 + 6.80000000E+01, 7.24730867E-01 + 6.90000000E+01, 7.24845342E-01 + 7.00000000E+01, 7.24792968E-01 + 7.10000000E+01, 7.24753512E-01 + 7.20000000E+01, 7.24601546E-01 + 7.30000000E+01, 7.24527995E-01 + 7.40000000E+01, 7.24468263E-01 + 7.50000000E+01, 7.24476168E-01 + 7.60000000E+01, 7.24796071E-01 + 7.70000000E+01, 7.24293114E-01 + 7.80000000E+01, 7.24915395E-01 + 7.90000000E+01, 7.24912793E-01 + 8.00000000E+01, 7.24817660E-01 + 8.10000000E+01, 7.24490534E-01 + 8.20000000E+01, 7.24873910E-01 + 8.30000000E+01, 7.24577118E-01 + 8.40000000E+01, 7.24805189E-01 + 8.50000000E+01, 7.24502024E-01 + 8.60000000E+01, 7.24638148E-01 + 8.70000000E+01, 7.24603220E-01 + 8.80000000E+01, 7.24664257E-01 + 8.90000000E+01, 7.24821697E-01 + 9.00000000E+01, 7.24775094E-01 + 9.10000000E+01, 7.24275714E-01 + 9.20000000E+01, 7.24673716E-01 + 9.30000000E+01, 7.25358118E-01 + 9.40000000E+01, 7.24946256E-01 + 9.50000000E+01, 7.24696297E-01 + 9.60000000E+01, 7.24736068E-01 + 9.70000000E+01, 7.25114139E-01 + 9.80000000E+01, 7.24218017E-01 + 9.90000000E+01, 7.24583128E-01 + 1.00000000E+02, 7.25108322E-01 + 1.01000000E+02, 7.24986715E-01 + 1.02000000E+02, 7.24799404E-01 + 1.03000000E+02, 7.24795961E-01 + 1.04000000E+02, 7.24912935E-01 + 1.05000000E+02, 7.24754473E-01 + 1.06000000E+02, 7.25069550E-01 + 1.07000000E+02, 7.25097235E-01 + 1.08000000E+02, 7.25051503E-01 + 1.09000000E+02, 7.24684743E-01 + 1.10000000E+02, 7.25186010E-01 + 1.11000000E+02, 7.24883557E-01 + 1.12000000E+02, 7.24729223E-01 + 1.13000000E+02, 7.24472933E-01 + 1.14000000E+02, 7.24525179E-01 + 1.15000000E+02, 7.25010828E-01 + 1.16000000E+02, 7.25044048E-01 + 1.17000000E+02, 7.25206996E-01 + 1.18000000E+02, 7.25224867E-01 + 1.19000000E+02, 7.25080214E-01 + 1.20000000E+02, 7.25142585E-01 + 1.21000000E+02, 7.24715335E-01 + 1.22000000E+02, 7.24592654E-01 + 1.23000000E+02, 7.24764772E-01 + 1.24000000E+02, 7.25014415E-01 + 1.25000000E+02, 7.24619651E-01 + 1.26000000E+02, 7.24897833E-01 + 1.27000000E+02, 7.23583874E-01 + 1.28000000E+02, 7.25266905E-01 + 1.29000000E+02, 7.24619516E-01 + 1.30000000E+02, 7.24646168E-01 + 1.31000000E+02, 7.24124773E-01 + 1.32000000E+02, 7.24149674E-01 + 1.33000000E+02, 7.25112547E-01 + 1.34000000E+02, 7.25178452E-01 + 1.35000000E+02, 7.24641438E-01 + 1.36000000E+02, 7.24554842E-01 + 1.37000000E+02, 7.25411478E-01 + 1.38000000E+02, 7.24887229E-01 + 1.39000000E+02, 7.23918322E-01 + 1.40000000E+02, 7.24600294E-01 + 1.41000000E+02, 7.24296020E-01 + 1.42000000E+02, 7.25507222E-01 + 1.43000000E+02, 7.24292742E-01 + 1.44000000E+02, 7.24362514E-01 + 1.45000000E+02, 7.24958074E-01 + 1.46000000E+02, 7.24756409E-01 + 1.47000000E+02, 7.24706382E-01 + 1.48000000E+02, 7.24591341E-01 + 1.49000000E+02, 7.25254326E-01 + 1.50000000E+02, 7.25195844E-01 + 1.51000000E+02, 7.23372162E-01 + 1.52000000E+02, 7.24320785E-01 + 1.53000000E+02, 7.25039803E-01 + 1.54000000E+02, 7.24894388E-01 + 1.55000000E+02, 7.24977436E-01 + 1.56000000E+02, 7.25180564E-01 + 1.57000000E+02, 7.24755274E-01 + 1.58000000E+02, 7.24090660E-01 + 1.59000000E+02, 7.24479737E-01 + 1.60000000E+02, 7.25477041E-01 + 1.61000000E+02, 7.25509106E-01 + 1.62000000E+02, 7.25570203E-01 + 1.63000000E+02, 7.25402505E-01 + 1.64000000E+02, 7.24341493E-01 + 1.65000000E+02, 7.25690817E-01 + 1.66000000E+02, 7.24941378E-01 + 1.67000000E+02, 7.25156893E-01 + 1.68000000E+02, 7.24900452E-01 + 1.69000000E+02, 7.24227190E-01 + 1.70000000E+02, 7.25812351E-01 + 1.71000000E+02, 7.24366676E-01 + 1.72000000E+02, 7.25805351E-01 + 1.73000000E+02, 7.25387842E-01 + 1.74000000E+02, 7.24271161E-01 + 1.75000000E+02, 7.25398056E-01 + 1.76000000E+02, 7.24475320E-01 + 1.77000000E+02, 7.24914752E-01 + 1.78000000E+02, 7.24708906E-01 + 1.79000000E+02, 7.25264929E-01 + 1.80000000E+02, 7.25440205E-01 diff --git a/tests/testthat/testData/nonmem/xgxr018_res_vols.txt b/tests/testthat/testData/nonmem/xgxr018_res_vols.txt index 14fe7bba..97d1be90 100644 --- a/tests/testthat/testData/nonmem/xgxr018_res_vols.txt +++ b/tests/testthat/testData/nonmem/xgxr018_res_vols.txt @@ -1,908 +1,908 @@ TABLE NO. 2 ID V2 V3 DV PRED RES WRES - 31.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 32.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 33.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 34.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 35.0000 0.0449 0.1785 0.0000 0.0000 0.0000 0.0000 - 35.0000 0.0449 0.1785 0.0595 0.0266 0.0330 0.8030 - 36.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 37.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 38.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 39.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 40.0000 0.0447 0.1785 0.0000 0.0000 0.0000 0.0000 - 40.0000 0.0447 0.1785 0.0577 0.0265 0.0312 0.7608 - 41.0000 0.0442 0.1785 0.0000 0.0000 0.0000 0.0000 - 41.0000 0.0442 0.1785 0.0534 0.0251 0.0283 0.6950 - 42.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 43.0000 0.0461 0.1785 0.0000 0.0000 0.0000 0.0000 - 43.0000 0.0461 0.1785 0.0701 0.0264 0.0437 1.0641 - 44.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 45.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 46.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 47.0000 0.0444 0.1785 0.0000 0.0000 0.0000 0.0000 - 47.0000 0.0444 0.1785 0.0530 0.0237 0.0293 0.7342 - 48.0000 0.0446 0.1785 0.0000 0.0000 0.0000 0.0000 - 48.0000 0.0446 0.1785 0.0542 0.0225 0.0316 0.7989 - 49.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 50.0000 0.0444 0.1785 0.0000 0.0000 0.0000 0.0000 - 50.0000 0.0444 0.1785 0.0554 0.0247 0.0308 0.7564 - 51.0000 0.0518 0.1785 0.0000 0.0000 0.0000 0.0000 - 51.0000 0.0518 0.1785 0.0618 0.0266 0.0352 0.7842 - 51.0000 0.0518 0.1785 0.0872 0.0234 0.0638 1.5632 - 52.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 53.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 54.0000 0.0453 0.1785 0.0000 0.0000 0.0000 0.0000 - 54.0000 0.0453 0.1785 0.0611 0.0233 0.0378 0.9495 - 55.0000 0.0450 0.1785 0.0000 0.0000 0.0000 0.0000 - 55.0000 0.0450 0.1785 0.0589 0.0234 0.0354 0.8890 - 56.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 57.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 58.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 59.0000 0.0521 0.1785 0.0000 0.0000 0.0000 0.0000 - 59.0000 0.0521 0.1785 0.0652 0.0265 0.0386 0.8693 - 59.0000 0.0521 0.1785 0.0855 0.0237 0.0618 1.5060 - 60.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 61.0000 0.0503 0.1785 0.0000 0.0000 0.0000 0.0000 - 61.0000 0.0503 0.1785 0.0633 0.0332 0.0301 0.4957 - 61.0000 0.0503 0.1785 0.0737 0.0795 -0.0058 -0.6285 - 61.0000 0.0503 0.1785 0.1898 0.0887 0.1011 1.5147 - 61.0000 0.0503 0.1785 0.1331 0.0805 0.0526 0.6418 - 62.0000 0.0427 0.1785 0.0000 0.0000 0.0000 0.0000 - 62.0000 0.0427 0.1785 0.0972 0.0829 0.0143 0.1915 - 62.0000 0.0427 0.1785 0.0845 0.0877 -0.0032 -0.1699 - 62.0000 0.0427 0.1785 0.0998 0.0769 0.0229 0.4012 - 63.0000 0.0382 0.1785 0.0000 0.0000 0.0000 0.0000 - 63.0000 0.0382 0.1785 0.0756 0.0846 -0.0090 -0.0264 - 63.0000 0.0382 0.1785 0.0627 0.0883 -0.0257 -0.3615 - 63.0000 0.0382 0.1785 0.0635 0.0769 -0.0133 -0.1522 - 64.0000 0.0401 0.1785 0.0000 0.0000 0.0000 0.0000 - 64.0000 0.0401 0.1785 0.0790 0.0729 0.0061 0.1862 - 64.0000 0.0401 0.1785 0.0655 0.0886 -0.0232 -0.4095 - 64.0000 0.0401 0.1785 0.0619 0.0559 0.0060 0.1698 - 65.0000 0.0417 0.1785 0.0000 0.0000 0.0000 0.0000 - 65.0000 0.0417 0.1785 0.0798 0.0887 -0.0089 -0.2075 - 65.0000 0.0417 0.1785 0.0954 0.0774 0.0180 0.3602 - 66.0000 0.0385 0.1785 0.0000 0.0000 0.0000 0.0000 - 66.0000 0.0385 0.1785 0.0535 0.0870 -0.0336 -0.5115 - 66.0000 0.0385 0.1785 0.0788 0.0862 -0.0074 0.0098 - 67.0000 0.0377 0.1785 0.0000 0.0000 0.0000 0.0000 - 67.0000 0.0377 0.1785 0.0566 0.0882 -0.0316 -0.4503 - 67.0000 0.0377 0.1785 0.0619 0.0755 -0.0136 -0.1363 - 68.0000 0.0450 0.1785 0.0000 0.0000 0.0000 0.0000 - 68.0000 0.0450 0.1785 0.0676 0.0528 0.0148 0.1014 - 68.0000 0.0450 0.1785 0.1191 0.0852 0.0339 0.3626 - 68.0000 0.0450 0.1785 0.1333 0.0882 0.0451 0.5864 - 68.0000 0.0450 0.1785 0.0924 0.0742 0.0182 0.1316 - 68.0000 0.0450 0.1785 0.0575 0.0518 0.0057 -0.0140 - 69.0000 0.0438 0.1785 0.0000 0.0000 0.0000 0.0000 - 69.0000 0.0438 0.1785 0.0965 0.0488 0.0477 0.9846 - 69.0000 0.0438 0.1785 0.0913 0.0803 0.0110 0.0033 - 69.0000 0.0438 0.1785 0.0951 0.0887 0.0065 -0.1008 - 69.0000 0.0438 0.1785 0.1037 0.0790 0.0247 0.3248 - 70.0000 0.0419 0.1785 0.0000 0.0000 0.0000 0.0000 - 70.0000 0.0419 0.1785 0.0505 0.0448 0.0057 0.1109 - 70.0000 0.0419 0.1785 0.0654 0.0856 -0.0202 -0.4585 - 70.0000 0.0419 0.1785 0.1161 0.0871 0.0291 0.5473 - 70.0000 0.0419 0.1785 0.0795 0.0768 0.0027 0.0179 - 71.0000 0.0448 0.1785 0.0000 0.0000 0.0000 0.0000 - 71.0000 0.0448 0.1785 0.0776 0.0577 0.0199 0.2664 - 71.0000 0.0448 0.1785 0.1192 0.0837 0.0356 0.4901 - 71.0000 0.0448 0.1785 0.0850 0.0883 -0.0033 -0.3112 - 71.0000 0.0448 0.1785 0.1129 0.0764 0.0366 0.5828 - 72.0000 0.0490 0.1785 0.0000 0.0000 0.0000 0.0000 - 72.0000 0.0490 0.1785 0.0738 0.0411 0.0327 0.6060 - 72.0000 0.0490 0.1785 0.0692 0.0731 -0.0039 -0.3950 - 72.0000 0.0490 0.1785 0.1286 0.0885 0.0401 0.4679 - 72.0000 0.0490 0.1785 0.1084 0.0798 0.0285 0.2954 - 72.0000 0.0490 0.1785 0.1048 0.0551 0.0497 0.9830 - 73.0000 0.0500 0.1785 0.0000 0.0000 0.0000 0.0000 - 73.0000 0.0500 0.1785 0.0857 0.0757 0.0099 -0.1175 - 73.0000 0.0500 0.1785 0.1150 0.0886 0.0265 0.1789 - 73.0000 0.0500 0.1785 0.1348 0.0764 0.0584 0.9485 - 73.0000 0.0500 0.1785 0.0942 0.0541 0.0401 0.7510 - 74.0000 0.0531 0.1785 0.0000 0.0000 0.0000 0.0000 - 74.0000 0.0531 0.1785 0.1122 0.0764 0.0359 0.0820 - 74.0000 0.0531 0.1785 0.1779 0.0887 0.0892 1.0744 - 74.0000 0.0531 0.1785 0.1728 0.0800 0.0928 1.3245 - 74.0000 0.0531 0.1785 0.0810 0.0580 0.0230 0.1225 - 75.0000 0.0517 0.1785 0.0000 0.0000 0.0000 0.0000 - 75.0000 0.0517 0.1785 0.1038 0.0793 0.0245 -0.0207 - 75.0000 0.0517 0.1785 0.1422 0.0883 0.0538 0.5351 - 75.0000 0.0517 0.1785 0.1810 0.0763 0.1047 1.7876 - 75.0000 0.0517 0.1785 0.0520 0.0532 -0.0012 -0.3150 - 76.0000 0.0425 0.1785 0.0000 0.0000 0.0000 0.0000 - 76.0000 0.0425 0.1785 0.0839 0.0755 0.0084 0.0709 - 76.0000 0.0425 0.1785 0.1061 0.0886 0.0175 0.2374 - 76.0000 0.0425 0.1785 0.0867 0.0783 0.0085 0.0804 - 77.0000 0.0594 0.1785 0.0000 0.0000 0.0000 0.0000 - 77.0000 0.0594 0.1785 0.1360 0.0733 0.0628 0.5374 - 77.0000 0.0594 0.1785 0.1536 0.0873 0.0663 0.4541 - 77.0000 0.0594 0.1785 0.2219 0.0798 0.1421 2.2219 - 78.0000 0.0382 0.1785 0.0000 0.0000 0.0000 0.0000 - 78.0000 0.0382 0.1785 0.0558 0.0872 -0.0315 -0.4601 - 78.0000 0.0382 0.1785 0.0684 0.0803 -0.0119 -0.0950 - 78.0000 0.0382 0.1785 0.0526 0.0550 -0.0024 0.0330 - 79.0000 0.0406 0.1785 0.0000 0.0000 0.0000 0.0000 - 79.0000 0.0406 0.1785 0.0776 0.0611 0.0164 0.3351 - 79.0000 0.0406 0.1785 0.1120 0.0867 0.0253 0.4676 - 79.0000 0.0406 0.1785 0.0660 0.0866 -0.0206 -0.4642 - 79.0000 0.0406 0.1785 0.0694 0.0749 -0.0056 -0.1547 - 80.0000 0.0406 0.1785 0.0000 0.0000 0.0000 0.0000 - 80.0000 0.0406 0.1785 0.0558 0.0813 -0.0255 -0.4836 - 80.0000 0.0406 0.1785 0.1015 0.0879 0.0135 0.3219 - 81.0000 0.0591 0.1785 0.0000 0.0000 0.0000 0.0000 - 81.0000 0.0591 0.1785 0.2557 0.0816 0.1741 2.3417 - 81.0000 0.0591 0.1785 0.2063 0.0887 0.1176 1.0625 - 81.0000 0.0591 0.1785 0.1777 0.0792 0.0985 0.9550 - 81.0000 0.0591 0.1785 0.0908 0.0526 0.0383 0.2993 - 82.0000 0.0394 0.1785 0.0000 0.0000 0.0000 0.0000 - 82.0000 0.0394 0.1785 0.0544 0.0821 -0.0278 -0.4779 - 82.0000 0.0394 0.1785 0.1047 0.0886 0.0161 0.4246 - 82.0000 0.0394 0.1785 0.0590 0.0794 -0.0204 -0.3450 - 83.0000 0.0495 0.1785 0.0000 0.0000 0.0000 0.0000 - 83.0000 0.0495 0.1785 0.0656 0.0488 0.0168 0.0406 - 83.0000 0.0495 0.1785 0.1352 0.0847 0.0506 0.5243 - 83.0000 0.0495 0.1785 0.1359 0.0868 0.0491 0.4992 - 83.0000 0.0495 0.1785 0.1325 0.0737 0.0588 0.8669 - 83.0000 0.0495 0.1785 0.0659 0.0517 0.0141 0.0897 - 84.0000 0.0430 0.1785 0.0000 0.0000 0.0000 0.0000 - 84.0000 0.0430 0.1785 0.0962 0.0790 0.0172 0.1776 - 84.0000 0.0430 0.1785 0.1260 0.0885 0.0375 0.5646 - 84.0000 0.0430 0.1785 0.0812 0.0807 0.0005 -0.1578 - 84.0000 0.0430 0.1785 0.0604 0.0550 0.0055 0.0348 - 85.0000 0.0538 0.1785 0.0000 0.0000 0.0000 0.0000 - 85.0000 0.0538 0.1785 0.1739 0.0880 0.0858 0.9754 - 85.0000 0.0538 0.1785 0.1580 0.0855 0.0725 0.7684 - 85.0000 0.0538 0.1785 0.1414 0.0724 0.0690 0.9229 - 86.0000 0.0463 0.1785 0.0000 0.0000 0.0000 0.0000 - 86.0000 0.0463 0.1785 0.0659 0.0738 -0.0079 -0.4299 - 86.0000 0.0463 0.1785 0.1419 0.0885 0.0533 0.7961 - 86.0000 0.0463 0.1785 0.1161 0.0789 0.0371 0.5452 - 87.0000 0.0480 0.1785 0.0000 0.0000 0.0000 0.0000 - 87.0000 0.0480 0.1785 0.0969 0.0775 0.0193 0.0700 - 87.0000 0.0480 0.1785 0.1184 0.0886 0.0297 0.2403 - 87.0000 0.0480 0.1785 0.1401 0.0782 0.0620 1.0134 - 88.0000 0.0465 0.1785 0.0000 0.0000 0.0000 0.0000 - 88.0000 0.0465 0.1785 0.0562 0.0460 0.0103 0.0605 - 88.0000 0.0465 0.1785 0.1179 0.0842 0.0337 0.4137 - 88.0000 0.0465 0.1785 0.0884 0.0880 0.0003 -0.2733 - 88.0000 0.0465 0.1785 0.1318 0.0760 0.0558 0.9660 - 89.0000 0.0417 0.1785 0.0000 0.0000 0.0000 0.0000 - 89.0000 0.0417 0.1785 0.0576 0.0541 0.0034 0.0737 - 90.0000 0.0419 0.1785 0.0000 0.0000 0.0000 0.0000 - 90.0000 0.0419 0.1785 0.0541 0.0845 -0.0304 -0.6461 - 90.0000 0.0419 0.1785 0.1245 0.0876 0.0369 0.7271 - 90.0000 0.0419 0.1785 0.0759 0.0751 0.0007 -0.0053 - 91.0000 0.0588 0.1785 0.0000 0.0000 0.0000 0.0000 - 91.0000 0.0588 0.1785 0.2571 0.1353 0.1217 -0.2534 - 91.0000 0.0588 0.1785 0.7080 0.2513 0.4567 2.2761 - 91.0000 0.0588 0.1785 0.5857 0.2656 0.3201 0.8368 - 91.0000 0.0588 0.1785 0.6498 0.2300 0.4199 2.5855 - 91.0000 0.0588 0.1785 0.1853 0.1630 0.0222 -1.1671 - 92.0000 0.0411 0.1785 0.0000 0.0000 0.0000 0.0000 - 92.0000 0.0411 0.1785 0.0867 0.1424 -0.0556 -0.5054 - 92.0000 0.0411 0.1785 0.1801 0.2564 -0.0763 -0.4026 - 92.0000 0.0411 0.1785 0.1988 0.2627 -0.0639 -0.2957 - 92.0000 0.0411 0.1785 0.1937 0.2233 -0.0296 -0.0645 - 92.0000 0.0411 0.1785 0.2122 0.1594 0.0528 0.9362 - 92.0000 0.0411 0.1785 0.0767 0.0786 -0.0019 -0.1329 - 93.0000 0.0325 0.1785 0.0000 0.0000 0.0000 0.0000 - 93.0000 0.0325 0.1785 0.1761 0.1560 0.0201 0.4893 - 93.0000 0.0325 0.1785 0.2786 0.2516 0.0270 0.4936 - 93.0000 0.0325 0.1785 0.1907 0.2657 -0.0750 -0.4795 - 93.0000 0.0325 0.1785 0.1852 0.2362 -0.0510 -0.2882 - 93.0000 0.0325 0.1785 0.0551 0.1627 -0.1076 -1.2932 - 94.0000 0.0352 0.1785 0.0000 0.0000 0.0000 0.0000 - 94.0000 0.0352 0.1785 0.1386 0.1991 -0.0605 -0.3032 - 94.0000 0.0352 0.1785 0.1627 0.2614 -0.0987 -0.5272 - 94.0000 0.0352 0.1785 0.2591 0.2440 0.0151 0.5757 - 94.0000 0.0352 0.1785 0.0646 0.1682 -0.1036 -1.1293 - 95.0000 0.0406 0.1785 0.0000 0.0000 0.0000 0.0000 - 95.0000 0.0406 0.1785 0.0569 0.0911 -0.0343 -0.4517 - 95.0000 0.0406 0.1785 0.1106 0.2616 -0.1509 -1.2125 - 95.0000 0.0406 0.1785 0.3593 0.2624 0.0969 1.1735 - 95.0000 0.0406 0.1785 0.2001 0.2234 -0.0234 -0.0612 - 95.0000 0.0406 0.1785 0.1264 0.1534 -0.0269 -0.2997 - 95.0000 0.0406 0.1785 0.0735 0.0747 -0.0012 -0.0783 - 95.0000 0.0406 0.1785 0.0630 0.0363 0.0267 0.5601 - 96.0000 0.0381 0.1785 0.0000 0.0000 0.0000 0.0000 - 96.0000 0.0381 0.1785 0.0680 0.1031 -0.0351 -0.4016 - 96.0000 0.0381 0.1785 0.1660 0.2435 -0.0776 -0.5029 - 96.0000 0.0381 0.1785 0.2066 0.2661 -0.0595 -0.2764 - 96.0000 0.0381 0.1785 0.3146 0.2361 0.0786 1.1315 - 96.0000 0.0381 0.1785 0.0558 0.1612 -0.1054 -1.3128 - 97.0000 0.0339 0.1785 0.0000 0.0000 0.0000 0.0000 - 97.0000 0.0339 0.1785 0.1921 0.2311 -0.0390 -0.0945 - 97.0000 0.0339 0.1785 0.2306 0.2657 -0.0351 -0.0094 - 97.0000 0.0339 0.1785 0.1783 0.2261 -0.0478 -0.2089 - 97.0000 0.0339 0.1785 0.0806 0.1575 -0.0769 -0.8655 - 98.0000 0.0631 0.1785 0.0000 0.0000 0.0000 0.0000 - 98.0000 0.0631 0.1785 0.1325 0.1187 0.0138 0.4238 - 98.0000 0.0631 0.1785 0.1003 0.2377 -0.1375 -1.3118 - 98.0000 0.0631 0.1785 0.3145 0.2660 0.0485 0.5291 - 98.0000 0.0631 0.1785 0.2357 0.2285 0.0072 0.0237 - 98.0000 0.0631 0.1785 0.2595 0.1603 0.0991 1.1851 - 98.0000 0.0631 0.1785 0.1330 0.0782 0.0547 0.5629 - 98.0000 0.0631 0.1785 0.1260 0.0390 0.0870 1.5704 - 98.0000 0.0631 0.1785 0.0718 0.0133 0.0585 1.2016 - 98.0000 0.0631 0.1785 0.0521 0.0045 0.0476 1.1092 - 99.0000 0.0457 0.1785 0.0000 0.0000 0.0000 0.0000 - 99.0000 0.0457 0.1785 0.1202 0.1408 -0.0207 -0.6892 - 99.0000 0.0457 0.1785 0.3690 0.2619 0.1072 0.6406 - 99.0000 0.0457 0.1785 0.3887 0.2570 0.1317 0.9174 - 99.0000 0.0457 0.1785 0.1928 0.2167 -0.0239 -0.6407 - 99.0000 0.0457 0.1785 0.1912 0.1492 0.0420 0.3751 - 99.0000 0.0457 0.1785 0.0872 0.0737 0.0136 0.1855 - 100.0000 0.0328 0.1785 0.0000 0.0000 0.0000 0.0000 - 100.0000 0.0328 0.1785 0.1206 0.1996 -0.0790 -0.3825 - 100.0000 0.0328 0.1785 0.2081 0.2643 -0.0562 0.0174 - 100.0000 0.0328 0.1785 0.1165 0.2259 -0.1094 -0.6933 - 100.0000 0.0328 0.1785 0.0980 0.1589 -0.0609 -0.4820 - 101.0000 0.0383 0.1785 0.0000 0.0000 0.0000 0.0000 - 101.0000 0.0383 0.1785 0.0685 0.0635 0.0050 -0.0647 - 101.0000 0.0383 0.1785 0.2945 0.2312 0.0633 0.4254 - 101.0000 0.0383 0.1785 0.3895 0.2657 0.1238 0.9536 - 101.0000 0.0383 0.1785 0.1879 0.2354 -0.0475 -0.7037 - 101.0000 0.0383 0.1785 0.1317 0.1688 -0.0371 -0.6239 - 102.0000 0.0440 0.1785 0.0000 0.0000 0.0000 0.0000 - 102.0000 0.0440 0.1785 0.1804 0.1034 0.0770 0.4163 - 102.0000 0.0440 0.1785 0.4554 0.2531 0.2023 0.8748 - 102.0000 0.0440 0.1785 0.5314 0.2647 0.2667 1.4751 - 102.0000 0.0440 0.1785 0.3120 0.2266 0.0854 -0.0136 - 102.0000 0.0440 0.1785 0.1411 0.1567 -0.0155 -0.8569 - 103.0000 0.0430 0.1785 0.0000 0.0000 0.0000 0.0000 - 103.0000 0.0430 0.1785 0.1518 0.2016 -0.0498 -0.0383 - 103.0000 0.0430 0.1785 0.1649 0.2655 -0.1006 -0.4454 - 103.0000 0.0430 0.1785 0.1789 0.2394 -0.0604 -0.1888 - 103.0000 0.0430 0.1785 0.1099 0.1632 -0.0534 -0.5327 - 103.0000 0.0430 0.1785 0.1083 0.0805 0.0278 0.4634 - 103.0000 0.0430 0.1785 0.0922 0.0377 0.0545 1.0870 - 103.0000 0.0430 0.1785 0.0554 0.0046 0.0508 1.2505 - 104.0000 0.0378 0.1785 0.0000 0.0000 0.0000 0.0000 - 104.0000 0.0378 0.1785 0.1604 0.2114 -0.0510 -0.2578 - 104.0000 0.0378 0.1785 0.2155 0.2661 -0.0506 -0.1678 - 104.0000 0.0378 0.1785 0.1734 0.2334 -0.0600 -0.3651 - 104.0000 0.0378 0.1785 0.1612 0.1597 0.0014 0.2156 - 104.0000 0.0378 0.1785 0.0804 0.0785 0.0019 0.0484 - 105.0000 0.0483 0.1785 0.0000 0.0000 0.0000 0.0000 - 105.0000 0.0483 0.1785 0.2155 0.0785 0.1370 1.9828 - 105.0000 0.0483 0.1785 0.2184 0.2388 -0.0204 -1.3663 - 105.0000 0.0483 0.1785 0.5621 0.2656 0.2964 1.7306 - 105.0000 0.0483 0.1785 0.4933 0.2251 0.2682 2.0199 - 105.0000 0.0483 0.1785 0.1061 0.1545 -0.0484 -1.4098 - 106.0000 0.0351 0.1785 0.0000 0.0000 0.0000 0.0000 - 106.0000 0.0351 0.1785 0.1626 0.2048 -0.0423 -0.0074 - 106.0000 0.0351 0.1785 0.1439 0.2654 -0.1215 -0.6880 - 106.0000 0.0351 0.1785 0.1692 0.2303 -0.0612 -0.2287 - 107.0000 0.0359 0.1785 0.0000 0.0000 0.0000 0.0000 - 107.0000 0.0359 0.1785 0.0851 0.0648 0.0203 0.4974 - 107.0000 0.0359 0.1785 0.2245 0.2217 0.0028 0.1140 - 107.0000 0.0359 0.1785 0.2383 0.2661 -0.0277 -0.1632 - 107.0000 0.0359 0.1785 0.2775 0.2399 0.0376 0.5234 - 107.0000 0.0359 0.1785 0.0502 0.1694 -0.1192 -1.5290 - 108.0000 0.0369 0.1785 0.0000 0.0000 0.0000 0.0000 - 108.0000 0.0369 0.1785 0.2291 0.2380 -0.0088 0.3278 - 108.0000 0.0369 0.1785 0.1943 0.2661 -0.0717 -0.2746 - 108.0000 0.0369 0.1785 0.0871 0.2368 -0.1497 -1.2202 - 108.0000 0.0369 0.1785 0.1725 0.1618 0.0107 0.4409 - 108.0000 0.0369 0.1785 0.0784 0.0803 -0.0019 0.0234 - 109.0000 0.0453 0.1785 0.0000 0.0000 0.0000 0.0000 - 109.0000 0.0453 0.1785 0.2032 0.2355 -0.0323 0.0954 - 109.0000 0.0453 0.1785 0.1271 0.2661 -0.1390 -0.9294 - 109.0000 0.0453 0.1785 0.1962 0.2337 -0.0375 -0.0877 - 109.0000 0.0453 0.1785 0.1716 0.1609 0.0107 0.2701 - 109.0000 0.0453 0.1785 0.1455 0.0792 0.0663 1.1830 - 109.0000 0.0453 0.1785 0.0677 0.0383 0.0293 0.3967 - 110.0000 0.0366 0.1785 0.0000 0.0000 0.0000 0.0000 - 110.0000 0.0366 0.1785 0.1919 0.1448 0.0471 0.6324 - 110.0000 0.0366 0.1785 0.2781 0.2388 0.0393 0.3343 - 110.0000 0.0366 0.1785 0.2432 0.2653 -0.0221 -0.2703 - 110.0000 0.0366 0.1785 0.2381 0.2400 -0.0019 -0.0575 - 110.0000 0.0366 0.1785 0.1159 0.1604 -0.0445 -0.6279 - 111.0000 0.0418 0.1785 0.0000 0.0000 0.0000 0.0000 - 111.0000 0.0418 0.1785 0.1172 0.1045 0.0127 -0.7391 - 111.0000 0.0418 0.1785 0.5359 0.2346 0.3014 2.0940 - 111.0000 0.0418 0.1785 0.4972 0.2656 0.2317 1.1584 - 111.0000 0.0418 0.1785 0.3210 0.2412 0.0798 -0.1107 - 111.0000 0.0418 0.1785 0.1300 0.1721 -0.0422 -1.2367 - 112.0000 0.0437 0.1785 0.0000 0.0000 0.0000 0.0000 - 112.0000 0.0437 0.1785 0.1701 0.1206 0.0494 0.1619 - 112.0000 0.0437 0.1785 0.3644 0.2585 0.1058 0.3118 - 112.0000 0.0437 0.1785 0.4150 0.2600 0.1550 0.8297 - 112.0000 0.0437 0.1785 0.3144 0.2176 0.0969 0.5142 - 112.0000 0.0437 0.1785 0.1399 0.1488 -0.0089 -0.5261 - 112.0000 0.0437 0.1785 0.0654 0.0734 -0.0080 -0.1596 - 113.0000 0.0504 0.1785 0.0000 0.0000 0.0000 0.0000 - 113.0000 0.0504 0.1785 0.1511 0.1383 0.0128 -0.5089 - 113.0000 0.0504 0.1785 0.4226 0.2609 0.1617 0.8155 - 113.0000 0.0504 0.1785 0.3970 0.2510 0.1459 0.7503 - 113.0000 0.0504 0.1785 0.2791 0.2186 0.0605 0.0083 - 113.0000 0.0504 0.1785 0.2318 0.1545 0.0772 0.6341 - 114.0000 0.0443 0.1785 0.0000 0.0000 0.0000 0.0000 - 114.0000 0.0443 0.1785 0.1634 0.1970 -0.0336 -0.2761 - 114.0000 0.0443 0.1785 0.1172 0.2589 -0.1417 -1.2594 - 114.0000 0.0443 0.1785 0.3698 0.2454 0.1244 1.3814 - 114.0000 0.0443 0.1785 0.1749 0.1689 0.0061 0.1075 - 115.0000 0.0353 0.1785 0.0000 0.0000 0.0000 0.0000 - 115.0000 0.0353 0.1785 0.0539 0.0785 -0.0245 -0.4581 - 115.0000 0.0353 0.1785 0.2346 0.2297 0.0050 0.1401 - 115.0000 0.0353 0.1785 0.3154 0.2653 0.0500 0.5803 - 115.0000 0.0353 0.1785 0.1901 0.2311 -0.0410 -0.3248 - 115.0000 0.0353 0.1785 0.0732 0.1591 -0.0858 -1.1186 - 116.0000 0.0334 0.1785 0.0000 0.0000 0.0000 0.0000 - 116.0000 0.0334 0.1785 0.1282 0.2491 -0.1209 -0.6726 - 116.0000 0.0334 0.1785 0.1989 0.2620 -0.0630 -0.0774 - 116.0000 0.0334 0.1785 0.1877 0.2233 -0.0356 0.1051 - 116.0000 0.0334 0.1785 0.0691 0.1563 -0.0872 -0.9115 - 117.0000 0.0302 0.1785 0.0000 0.0000 0.0000 0.0000 - 117.0000 0.0302 0.1785 0.0837 0.2610 -0.1773 -0.7668 - 117.0000 0.0302 0.1785 0.1548 0.2626 -0.1078 -0.1150 - 117.0000 0.0302 0.1785 0.0635 0.2232 -0.1597 -0.9446 - 117.0000 0.0302 0.1785 0.0857 0.1586 -0.0729 -0.4303 - 117.0000 0.0302 0.1785 0.0525 0.0387 0.0138 0.2541 - 118.0000 0.0319 0.1785 0.0000 0.0000 0.0000 0.0000 - 118.0000 0.0319 0.1785 0.1169 0.1646 -0.0478 -0.0813 - 118.0000 0.0319 0.1785 0.1940 0.2506 -0.0567 0.0326 - 118.0000 0.0319 0.1785 0.1948 0.2581 -0.0632 -0.0291 - 118.0000 0.0319 0.1785 0.0503 0.2166 -0.1664 -1.3666 - 118.0000 0.0319 0.1785 0.1006 0.1545 -0.0539 -0.3475 - 119.0000 0.0346 0.1785 0.0000 0.0000 0.0000 0.0000 - 119.0000 0.0346 0.1785 0.2098 0.2338 -0.0240 -0.0977 - 119.0000 0.0346 0.1785 0.3367 0.2647 0.0720 0.8616 - 119.0000 0.0346 0.1785 0.1156 0.2329 -0.1173 -1.0921 - 119.0000 0.0346 0.1785 0.1225 0.1636 -0.0411 -0.3985 - 119.0000 0.0346 0.1785 0.0566 0.0805 -0.0240 -0.3256 - 120.0000 0.0324 0.1785 0.0000 0.0000 0.0000 0.0000 - 120.0000 0.0324 0.1785 0.0728 0.1479 -0.0751 -0.2997 - 120.0000 0.0324 0.1785 0.1807 0.2564 -0.0757 0.1056 - 120.0000 0.0324 0.1785 0.0861 0.2652 -0.1791 -0.8855 - 120.0000 0.0324 0.1785 0.0667 0.2293 -0.1626 -1.0252 - 120.0000 0.0324 0.1785 0.1377 0.1608 -0.0231 0.2333 - 121.0000 0.0387 0.1785 0.0000 0.0000 0.0000 0.0000 - 121.0000 0.0387 0.1785 0.0711 0.0820 -0.0109 -0.5060 - 121.0000 0.0387 0.1785 0.6981 0.7039 -0.0058 -0.4284 - 121.0000 0.0387 0.1785 1.2559 0.8812 0.3747 0.7736 - 121.0000 0.0387 0.1785 1.1848 0.8036 0.3812 0.9784 - 121.0000 0.0387 0.1785 0.4370 0.5695 -0.1324 -0.8360 - 121.0000 0.0387 0.1785 0.1370 0.2691 -0.1321 -1.0995 - 121.0000 0.0387 0.1785 0.1074 0.1287 -0.0213 0.1212 - 121.0000 0.0387 0.1785 0.0610 0.0425 0.0185 0.8658 - 122.0000 0.0380 0.1785 0.0000 0.0000 0.0000 0.0000 - 122.0000 0.0380 0.1785 0.2424 0.4709 -0.2285 -0.6952 - 122.0000 0.0380 0.1785 0.3664 0.8422 -0.4758 -0.9996 - 122.0000 0.0380 0.1785 0.8182 0.8769 -0.0587 0.3148 - 122.0000 0.0380 0.1785 0.6167 0.7451 -0.1284 -0.0111 - 122.0000 0.0380 0.1785 0.5796 0.5027 0.0770 0.7840 - 122.0000 0.0380 0.1785 0.0961 0.2313 -0.1351 -1.4729 - 122.0000 0.0380 0.1785 0.1448 0.1107 0.0341 0.3767 - 122.0000 0.0380 0.1785 0.0773 0.0377 0.0396 0.6731 - 123.0000 0.0425 0.1785 0.0000 0.0000 0.0000 0.0000 - 123.0000 0.0425 0.1785 0.4114 0.6359 -0.2245 -0.8718 - 123.0000 0.0425 0.1785 1.2466 0.8825 0.3641 1.1601 - 123.0000 0.0425 0.1785 0.6769 0.8153 -0.1384 -0.4200 - 123.0000 0.0425 0.1785 0.5405 0.5678 -0.0273 -0.1047 - 123.0000 0.0425 0.1785 0.2239 0.2699 -0.0460 -0.5219 - 123.0000 0.0425 0.1785 0.1592 0.1347 0.0245 0.2030 - 123.0000 0.0425 0.1785 0.0858 0.0454 0.0403 0.7272 - 123.0000 0.0425 0.1785 0.0590 0.0159 0.0431 0.9944 - 124.0000 0.0338 0.1785 0.0000 0.0000 0.0000 0.0000 - 124.0000 0.0338 0.1785 0.1857 0.1760 0.0097 0.0235 - 124.0000 0.0338 0.1785 0.7842 0.7981 -0.0139 -0.1159 - 124.0000 0.0338 0.1785 0.9229 0.8819 0.0410 0.0813 - 124.0000 0.0338 0.1785 0.8982 0.7584 0.1399 0.5018 - 124.0000 0.0338 0.1785 0.4168 0.5355 -0.1187 -0.5353 - 124.0000 0.0338 0.1785 0.1672 0.2658 -0.0986 -0.6613 - 124.0000 0.0338 0.1785 0.0694 0.1286 -0.0592 -0.4835 - 124.0000 0.0338 0.1785 0.0559 0.0458 0.0101 0.6341 - 125.0000 0.0527 0.1785 0.0000 0.0000 0.0000 0.0000 - 125.0000 0.0527 0.1785 0.4192 0.4767 -0.0575 -0.6812 - 125.0000 0.0527 0.1785 1.4710 0.8521 0.6189 1.5829 - 125.0000 0.0527 0.1785 0.8205 0.8864 -0.0659 -0.5698 - 125.0000 0.0527 0.1785 1.0833 0.7822 0.3011 0.6943 - 125.0000 0.0527 0.1785 0.5114 0.5567 -0.0452 -0.5692 - 125.0000 0.0527 0.1785 0.2880 0.2728 0.0152 -0.1632 - 125.0000 0.0527 0.1785 0.1404 0.1369 0.0035 -0.2519 - 125.0000 0.0527 0.1785 0.1213 0.0460 0.0753 1.5274 - 125.0000 0.0527 0.1785 0.1027 0.0159 0.0868 2.1521 - 126.0000 0.0421 0.1785 0.0000 0.0000 0.0000 0.0000 - 126.0000 0.0421 0.1785 1.0148 0.5470 0.4678 0.9212 - 126.0000 0.0421 0.1785 1.5490 0.8739 0.6751 0.8943 - 126.0000 0.0421 0.1785 1.4027 0.8700 0.5327 0.5341 - 126.0000 0.0421 0.1785 1.2307 0.7429 0.4878 0.8034 - 126.0000 0.0421 0.1785 0.3757 0.4998 -0.1241 -1.3070 - 126.0000 0.0421 0.1785 0.1415 0.2425 -0.1010 -0.7127 - 126.0000 0.0421 0.1785 0.0784 0.1182 -0.0398 0.4094 - 127.0000 0.0866 0.1785 0.0000 0.0000 0.0000 0.0000 - 127.0000 0.0866 0.1785 0.3404 0.4747 -0.1343 -0.0988 - 127.0000 0.0866 0.1785 0.3985 0.8413 -0.4429 -1.0272 - 127.0000 0.0866 0.1785 0.7696 0.8869 -0.1173 -0.0583 - 127.0000 0.0866 0.1785 1.0476 0.7855 0.2621 1.0155 - 127.0000 0.0866 0.1785 0.8188 0.5422 0.2767 0.9558 - 127.0000 0.0866 0.1785 0.3647 0.2616 0.1030 -1.0637 - 127.0000 0.0866 0.1785 0.5735 0.1262 0.4473 4.0013 - 127.0000 0.0866 0.1785 0.3603 0.0429 0.3175 4.5767 - 127.0000 0.0866 0.1785 0.1544 0.0144 0.1400 2.1259 - 128.0000 0.0397 0.1785 0.0000 0.0000 0.0000 0.0000 - 128.0000 0.0397 0.1785 0.3435 0.3130 0.0305 0.7060 - 128.0000 0.0397 0.1785 0.5031 0.7159 -0.2128 -0.3945 - 128.0000 0.0397 0.1785 0.5065 0.7647 -0.2581 -0.5787 - 128.0000 0.0397 0.1785 0.5060 0.5209 -0.0149 0.1919 - 128.0000 0.0397 0.1785 0.1773 0.2476 -0.0703 -0.7340 - 128.0000 0.0397 0.1785 0.1458 0.1186 0.0272 0.2256 - 128.0000 0.0397 0.1785 0.1058 0.0400 0.0658 1.2716 - 128.0000 0.0397 0.1785 0.0511 0.0140 0.0371 0.7926 - 129.0000 0.0447 0.1785 0.0000 0.0000 0.0000 0.0000 - 129.0000 0.0447 0.1785 0.2226 0.2569 -0.0343 -0.9405 - 129.0000 0.0447 0.1785 1.2250 0.7669 0.4581 1.0086 - 129.0000 0.0447 0.1785 1.0062 0.8832 0.1230 -0.1848 - 129.0000 0.0447 0.1785 1.2209 0.7591 0.4618 1.1528 - 129.0000 0.0447 0.1785 0.4914 0.5132 -0.0219 -0.5150 - 129.0000 0.0447 0.1785 0.2017 0.2470 -0.0454 -0.5661 - 129.0000 0.0447 0.1785 0.1276 0.1211 0.0065 0.2422 - 129.0000 0.0447 0.1785 0.0827 0.0139 0.0689 1.9284 - 130.0000 0.0420 0.1785 0.0000 0.0000 0.0000 0.0000 - 130.0000 0.0420 0.1785 0.2041 0.3102 -0.1061 -1.2098 - 130.0000 0.0420 0.1785 1.0995 0.8268 0.2727 0.5374 - 130.0000 0.0420 0.1785 1.2230 0.8852 0.3378 0.6960 - 130.0000 0.0420 0.1785 0.9081 0.7482 0.1599 0.2913 - 130.0000 0.0420 0.1785 0.4762 0.5213 -0.0451 -0.4512 - 130.0000 0.0420 0.1785 0.1906 0.2507 -0.0601 -0.6441 - 130.0000 0.0420 0.1785 0.1086 0.1217 -0.0131 -0.1292 - 130.0000 0.0420 0.1785 0.0726 0.0410 0.0316 0.8499 - 130.0000 0.0420 0.1785 0.0664 0.0140 0.0525 1.4314 - 131.0000 0.0655 0.1785 0.0000 0.0000 0.0000 0.0000 - 131.0000 0.0655 0.1785 0.1084 0.2015 -0.0931 -0.3363 - 131.0000 0.0655 0.1785 0.7054 0.8446 -0.1392 -0.0404 - 131.0000 0.0655 0.1785 0.9346 0.8684 0.0662 0.5222 - 131.0000 0.0655 0.1785 0.5656 0.7273 -0.1617 -0.4297 - 131.0000 0.0655 0.1785 0.3613 0.4950 -0.1337 -0.9623 - 131.0000 0.0655 0.1785 0.5074 0.2383 0.2691 1.6625 - 131.0000 0.0655 0.1785 0.2947 0.1141 0.1806 1.0893 - 131.0000 0.0655 0.1785 0.2072 0.0381 0.1691 2.3536 - 131.0000 0.0655 0.1785 0.1490 0.0129 0.1361 2.6758 - 132.0000 0.0692 0.1785 0.0000 0.0000 0.0000 0.0000 - 132.0000 0.0692 0.1785 0.5921 0.5741 0.0180 0.0324 - 132.0000 0.0692 0.1785 0.6036 0.8837 -0.2802 -0.9766 - 132.0000 0.0692 0.1785 1.2145 0.7890 0.4255 1.2876 - 132.0000 0.0692 0.1785 0.8327 0.5550 0.2776 1.0513 - 132.0000 0.0692 0.1785 0.2664 0.2638 0.0026 -0.8029 - 132.0000 0.0692 0.1785 0.1667 0.1249 0.0418 -0.4910 - 132.0000 0.0692 0.1785 0.2591 0.0411 0.2181 4.2017 - 132.0000 0.0692 0.1785 0.1159 0.0147 0.1013 2.1239 - 133.0000 0.0322 0.1785 0.0000 0.0000 0.0000 0.0000 - 133.0000 0.0322 0.1785 0.5071 0.5103 -0.0032 0.2776 - 133.0000 0.0322 0.1785 0.3410 0.8776 -0.5366 -1.3463 - 133.0000 0.0322 0.1785 1.0052 0.8588 0.1464 0.7747 - 133.0000 0.0322 0.1785 0.6223 0.7225 -0.1002 -0.0554 - 133.0000 0.0322 0.1785 0.4317 0.5130 -0.0813 -0.0843 - 133.0000 0.0322 0.1785 0.0860 0.2372 -0.1512 -1.2148 - 133.0000 0.0322 0.1785 0.0965 0.1119 -0.0154 0.1575 - 134.0000 0.0363 0.1785 0.0000 0.0000 0.0000 0.0000 - 134.0000 0.0363 0.1785 0.3957 0.1224 0.2733 2.0821 - 134.0000 0.0363 0.1785 2.5462 0.7998 1.7464 3.4402 - 134.0000 0.0363 0.1785 2.3899 0.8868 1.5031 2.3326 - 134.0000 0.0363 0.1785 1.1020 0.7757 0.3263 -0.8301 - 134.0000 0.0363 0.1785 0.2054 0.5429 -0.3376 -2.9896 - 135.0000 0.0411 0.1785 0.0000 0.0000 0.0000 0.0000 - 135.0000 0.0411 0.1785 0.2557 0.2550 0.0007 -1.3131 - 135.0000 0.0411 0.1785 1.5695 0.8163 0.7532 1.2866 - 135.0000 0.0411 0.1785 1.9076 0.8760 1.0316 2.0901 - 135.0000 0.0411 0.1785 0.8576 0.7437 0.1138 -0.5474 - 135.0000 0.0411 0.1785 0.4243 0.4977 -0.0734 -0.9670 - 135.0000 0.0411 0.1785 0.1340 0.2469 -0.1129 -0.8252 - 135.0000 0.0411 0.1785 0.0718 0.1202 -0.0484 0.2246 - 136.0000 0.0414 0.1785 0.0000 0.0000 0.0000 0.0000 - 136.0000 0.0414 0.1785 0.2290 0.6578 -0.4287 -0.6794 - 136.0000 0.0414 0.1785 0.1881 0.8866 -0.6985 -1.1780 - 136.0000 0.0414 0.1785 0.5964 0.7687 -0.1723 0.2511 - 136.0000 0.0414 0.1785 0.4914 0.5418 -0.0504 0.3812 - 136.0000 0.0414 0.1785 0.1361 0.2586 -0.1225 -1.3626 - 136.0000 0.0414 0.1785 0.2318 0.1265 0.1054 0.9558 - 136.0000 0.0414 0.1785 0.1271 0.0422 0.0849 1.0967 - 136.0000 0.0414 0.1785 0.0810 0.0146 0.0665 1.1962 - 137.0000 0.0319 0.1785 0.0000 0.0000 0.0000 0.0000 - 137.0000 0.0319 0.1785 1.4297 0.7861 0.6436 1.6801 - 137.0000 0.0319 0.1785 1.2515 0.8869 0.3646 0.6607 - 137.0000 0.0319 0.1785 0.6726 0.7724 -0.0997 -0.6841 - 137.0000 0.0319 0.1785 0.1344 0.5310 -0.3966 -2.1119 - 138.0000 0.0371 0.1785 0.0000 0.0000 0.0000 0.0000 - 138.0000 0.0371 0.1785 0.2409 0.3777 -0.1368 -0.0661 - 138.0000 0.0371 0.1785 0.4895 0.7013 -0.2118 0.0006 - 138.0000 0.0371 0.1785 0.3021 0.8641 -0.5620 -0.9880 - 138.0000 0.0371 0.1785 0.3820 0.8010 -0.4191 -0.7359 - 138.0000 0.0371 0.1785 0.5958 0.5675 0.0283 0.6781 - 138.0000 0.0371 0.1785 0.2673 0.2724 -0.0051 -0.0288 - 138.0000 0.0371 0.1785 0.1532 0.1297 0.0236 -0.0567 - 138.0000 0.0371 0.1785 0.0507 0.0153 0.0354 0.5818 - 139.0000 0.0759 0.1785 0.0000 0.0000 0.0000 0.0000 - 139.0000 0.0759 0.1785 0.1304 0.3369 -0.2064 -1.2224 - 139.0000 0.0759 0.1785 1.1848 0.8757 0.3091 0.9861 - 139.0000 0.0759 0.1785 0.9982 0.8663 0.1320 0.3722 - 139.0000 0.0759 0.1785 0.5132 0.7489 -0.2357 -1.0371 - 139.0000 0.0759 0.1785 0.7747 0.5289 0.2458 0.7671 - 139.0000 0.0759 0.1785 0.5453 0.2590 0.2863 1.2929 - 139.0000 0.0759 0.1785 0.3455 0.1234 0.2221 1.2396 - 139.0000 0.0759 0.1785 0.2299 0.0416 0.1883 2.4112 - 139.0000 0.0759 0.1785 0.1726 0.0139 0.1587 3.0872 - 140.0000 0.0401 0.1785 0.0000 0.0000 0.0000 0.0000 - 140.0000 0.0401 0.1785 0.4801 0.3398 0.1403 -0.2164 - 140.0000 0.0401 0.1785 1.0441 0.7135 0.3306 0.0762 - 140.0000 0.0401 0.1785 1.7247 0.8868 0.8379 1.4857 - 140.0000 0.0401 0.1785 1.2431 0.7749 0.4682 0.7041 - 140.0000 0.0401 0.1785 0.6599 0.5361 0.1238 0.0099 - 140.0000 0.0401 0.1785 0.0879 0.2664 -0.1785 -1.5635 - 140.0000 0.0401 0.1785 0.0563 0.1344 -0.0781 -0.3336 - 140.0000 0.0401 0.1785 0.0615 0.0158 0.0457 1.8036 - 141.0000 0.0472 0.1785 0.0000 0.0000 0.0000 0.0000 - 141.0000 0.0472 0.1785 0.0581 0.2443 -0.1862 -0.8447 - 141.0000 0.0472 0.1785 0.3519 0.8517 -0.4998 -0.7932 - 141.0000 0.0472 0.1785 0.6668 0.8810 -0.2142 0.0726 - 141.0000 0.0472 0.1785 0.6189 0.7777 -0.1588 0.0921 - 141.0000 0.0472 0.1785 0.3511 0.5543 -0.2032 -0.6328 - 141.0000 0.0472 0.1785 0.3604 0.2624 0.0981 0.5055 - 141.0000 0.0472 0.1785 0.2766 0.1300 0.1466 1.1677 - 141.0000 0.0472 0.1785 0.0883 0.0440 0.0443 -0.1971 - 141.0000 0.0472 0.1785 0.1200 0.0155 0.1045 2.0016 - 142.0000 0.0285 0.1785 0.0000 0.0000 0.0000 0.0000 - 142.0000 0.0285 0.1785 0.3429 0.3282 0.0147 0.4444 - 142.0000 0.0285 0.1785 0.7839 0.8465 -0.0625 0.1559 - 142.0000 0.0285 0.1785 0.6449 0.8839 -0.2390 -0.3650 - 142.0000 0.0285 0.1785 0.4288 0.7646 -0.3358 -0.8152 - 142.0000 0.0285 0.1785 0.4588 0.5261 -0.0672 0.0921 - 142.0000 0.0285 0.1785 0.1018 0.2532 -0.1514 -0.9996 - 143.0000 0.0631 0.1785 0.0000 0.0000 0.0000 0.0000 - 143.0000 0.0631 0.1785 0.4615 0.5696 -0.1081 -0.5295 - 143.0000 0.0631 0.1785 1.0795 0.8552 0.2243 0.6244 - 143.0000 0.0631 0.1785 0.8845 0.8818 0.0027 -0.1014 - 143.0000 0.0631 0.1785 0.7299 0.7393 -0.0093 -0.2099 - 143.0000 0.0631 0.1785 0.8438 0.5197 0.3241 1.4333 - 143.0000 0.0631 0.1785 0.1947 0.2517 -0.0570 -1.3430 - 143.0000 0.0631 0.1785 0.2057 0.1230 0.0827 0.3191 - 143.0000 0.0631 0.1785 0.2447 0.0427 0.2020 3.8663 - 143.0000 0.0631 0.1785 0.0715 0.0149 0.0566 1.0032 - 144.0000 0.0589 0.1785 0.0000 0.0000 0.0000 0.0000 - 144.0000 0.0589 0.1785 0.8028 0.6634 0.1394 0.1577 - 144.0000 0.0589 0.1785 0.9373 0.8858 0.0515 -0.2792 - 144.0000 0.0589 0.1785 0.9817 0.7656 0.2161 0.2741 - 144.0000 0.0589 0.1785 0.9866 0.5398 0.4468 1.6936 - 144.0000 0.0589 0.1785 0.4117 0.2588 0.1529 0.6467 - 144.0000 0.0589 0.1785 0.1631 0.1262 0.0370 -0.3969 - 144.0000 0.0589 0.1785 0.1164 0.0424 0.0740 1.0510 - 144.0000 0.0589 0.1785 0.0872 0.0145 0.0727 1.5653 - 145.0000 0.0465 0.1785 0.0000 0.0000 0.0000 0.0000 - 145.0000 0.0465 0.1785 0.8693 0.4778 0.3916 1.3876 - 145.0000 0.0465 0.1785 0.7857 0.8665 -0.0808 -0.9324 - 145.0000 0.0465 0.1785 1.5619 0.8742 0.6877 1.4754 - 145.0000 0.0465 0.1785 0.9157 0.7397 0.1760 0.0467 - 145.0000 0.0465 0.1785 0.5920 0.5294 0.0626 -0.1435 - 145.0000 0.0465 0.1785 0.1829 0.2540 -0.0711 -0.7876 - 145.0000 0.0465 0.1785 0.1401 0.1223 0.0178 0.5933 - 145.0000 0.0465 0.1785 0.0573 0.0407 0.0166 0.7778 - 146.0000 0.0511 0.1785 0.0000 0.0000 0.0000 0.0000 - 146.0000 0.0511 0.1785 1.3488 0.8074 0.5414 1.1217 - 146.0000 0.0511 0.1785 1.0658 0.8792 0.1866 -0.0824 - 146.0000 0.0511 0.1785 0.9873 0.7157 0.2717 0.4233 - 146.0000 0.0511 0.1785 0.5656 0.4917 0.0740 -0.1162 - 146.0000 0.0511 0.1785 0.2555 0.2303 0.0252 -0.0188 - 146.0000 0.0511 0.1785 0.0801 0.0395 0.0406 0.9908 - 146.0000 0.0511 0.1785 0.0599 0.0138 0.0461 1.2488 - 147.0000 0.0366 0.1785 0.0000 0.0000 0.0000 0.0000 - 147.0000 0.0366 0.1785 0.1213 0.2218 -0.1005 -0.8905 - 147.0000 0.0366 0.1785 0.6870 0.8516 -0.1646 -0.3629 - 147.0000 0.0366 0.1785 0.9712 0.8815 0.0897 0.4301 - 147.0000 0.0366 0.1785 0.7495 0.7433 0.0062 0.1831 - 147.0000 0.0366 0.1785 0.4121 0.5099 -0.0978 -0.3821 - 147.0000 0.0366 0.1785 0.2082 0.2505 -0.0423 -0.3411 - 147.0000 0.0366 0.1785 0.1061 0.1213 -0.0153 -0.2460 - 147.0000 0.0366 0.1785 0.0740 0.0418 0.0321 0.7003 - 148.0000 0.0484 0.1785 0.0000 0.0000 0.0000 0.0000 - 148.0000 0.0484 0.1785 0.1139 0.1484 -0.0345 -0.5990 - 148.0000 0.0484 0.1785 0.8609 0.7732 0.0877 0.1446 - 148.0000 0.0484 0.1785 1.0481 0.8845 0.1636 0.3329 - 148.0000 0.0484 0.1785 0.7129 0.7653 -0.0524 -0.3653 - 148.0000 0.0484 0.1785 0.7405 0.5265 0.2140 0.9481 - 148.0000 0.0484 0.1785 0.2268 0.2546 -0.0279 -0.5407 - 148.0000 0.0484 0.1785 0.1066 0.1217 -0.0152 -0.5491 - 148.0000 0.0484 0.1785 0.0963 0.0409 0.0554 1.0873 - 148.0000 0.0484 0.1785 0.1088 0.0138 0.0950 2.3718 - 149.0000 0.0315 0.1785 0.0000 0.0000 0.0000 0.0000 - 149.0000 0.0315 0.1785 1.0591 0.7134 0.3457 0.7417 - 149.0000 0.0315 0.1785 1.3481 0.8851 0.4630 0.9529 - 149.0000 0.0315 0.1785 0.9630 0.7837 0.1793 0.2620 - 149.0000 0.0315 0.1785 0.2248 0.5555 -0.3307 -1.7704 - 149.0000 0.0315 0.1785 0.0758 0.2742 -0.1984 -1.3363 - 149.0000 0.0315 0.1785 0.0609 0.1307 -0.0698 -0.0382 - 149.0000 0.0315 0.1785 0.0525 0.0426 0.0099 1.1805 - 150.0000 0.0268 0.1785 0.0000 0.0000 0.0000 0.0000 - 150.0000 0.0268 0.1785 0.1980 0.3350 -0.1369 -0.8286 - 150.0000 0.0268 0.1785 0.9141 0.8550 0.0591 0.4165 - 150.0000 0.0268 0.1785 0.8266 0.8843 -0.0577 0.0727 - 150.0000 0.0268 0.1785 0.6596 0.7517 -0.0921 -0.0280 - 150.0000 0.0268 0.1785 0.2017 0.5110 -0.3092 -1.2617 - 150.0000 0.0268 0.1785 0.1010 0.2430 -0.1420 -0.8363 - 151.0000 0.0923 0.1785 0.0000 0.0000 0.0000 0.0000 - 151.0000 0.0923 0.1785 0.2431 0.5446 -0.3015 -0.7001 - 151.0000 0.0923 0.1785 1.7919 2.3437 -0.5518 -0.4999 - 151.0000 0.0923 0.1785 2.7321 2.6380 0.0941 0.0459 - 151.0000 0.0923 0.1785 3.0981 2.2264 0.8717 0.7850 - 151.0000 0.0923 0.1785 2.5527 1.5492 1.0035 0.9134 - 151.0000 0.0923 0.1785 2.3443 0.7601 1.5842 3.0832 - 151.0000 0.0923 0.1785 1.0880 0.3748 0.7132 0.0167 - 151.0000 0.0923 0.1785 0.6281 0.1251 0.5030 0.7692 - 151.0000 0.0923 0.1785 0.7403 0.0431 0.6972 10.3395 - 152.0000 0.0514 0.1785 0.0000 0.0000 0.0000 0.0000 - 152.0000 0.0514 0.1785 0.6360 0.8115 -0.1755 -0.1745 - 152.0000 0.0514 0.1785 1.3630 1.8378 -0.4748 -0.3782 - 152.0000 0.0514 0.1785 2.1548 2.6587 -0.5039 -0.2731 - 152.0000 0.0514 0.1785 1.7368 2.3651 -0.6283 -0.5626 - 152.0000 0.0514 0.1785 2.5683 1.6325 0.9358 1.6209 - 152.0000 0.0514 0.1785 1.1512 0.7679 0.3833 0.8345 - 152.0000 0.0514 0.1785 0.2428 0.3753 -0.1325 -2.0078 - 152.0000 0.0514 0.1785 0.3691 0.1267 0.2425 1.8546 - 152.0000 0.0514 0.1785 0.1958 0.0437 0.1521 2.0711 - 153.0000 0.0345 0.1785 0.0000 0.0000 0.0000 0.0000 - 153.0000 0.0345 0.1785 1.7858 1.3787 0.4071 -0.7302 - 153.0000 0.0345 0.1785 5.3732 2.2857 3.0875 2.2814 - 153.0000 0.0345 0.1785 5.9740 2.6599 3.3141 2.1431 - 153.0000 0.0345 0.1785 3.2298 2.3580 0.8718 -0.0233 - 153.0000 0.0345 0.1785 0.2776 1.6507 -1.3732 -2.8982 - 153.0000 0.0345 0.1785 0.1018 0.8101 -0.7083 -1.6025 - 153.0000 0.0345 0.1785 0.0970 0.3943 -0.2973 0.2138 - 153.0000 0.0345 0.1785 0.0558 0.0456 0.0101 2.4358 - 154.0000 0.0512 0.1785 0.0000 0.0000 0.0000 0.0000 - 154.0000 0.0512 0.1785 0.1651 0.1984 -0.0333 0.3829 - 154.0000 0.0512 0.1785 2.0102 2.2704 -0.2602 0.1527 - 154.0000 0.0512 0.1785 1.5604 2.6600 -1.0996 -0.7084 - 154.0000 0.0512 0.1785 1.9812 2.3277 -0.3465 -0.0433 - 154.0000 0.0512 0.1785 1.5568 1.6293 -0.0725 0.0997 - 154.0000 0.0512 0.1785 0.9167 0.7801 0.1366 0.2036 - 154.0000 0.0512 0.1785 0.3425 0.3888 -0.0463 -1.2216 - 154.0000 0.0512 0.1785 0.3408 0.1290 0.2117 1.3123 - 154.0000 0.0512 0.1785 0.3317 0.0426 0.2890 4.9516 - 155.0000 0.0355 0.1785 0.0000 0.0000 0.0000 0.0000 - 155.0000 0.0355 0.1785 0.4203 0.4967 -0.0764 0.0979 - 155.0000 0.0355 0.1785 1.2634 2.3640 -1.1006 -0.8437 - 155.0000 0.0355 0.1785 2.1585 2.6594 -0.5009 -0.1104 - 155.0000 0.0355 0.1785 2.2313 2.3550 -0.1237 0.2478 - 155.0000 0.0355 0.1785 1.5530 1.6558 -0.1028 0.1814 - 155.0000 0.0355 0.1785 0.4618 0.8160 -0.3542 -1.0092 - 155.0000 0.0355 0.1785 0.3966 0.3916 0.0050 0.0703 - 155.0000 0.0355 0.1785 0.1457 0.1310 0.0147 0.0031 - 155.0000 0.0355 0.1785 0.1088 0.0456 0.0632 1.1243 - 156.0000 0.0221 0.1785 0.0000 0.0000 0.0000 0.0000 - 156.0000 0.0221 0.1785 0.1074 0.1688 -0.0614 -0.8663 - 156.0000 0.0221 0.1785 1.9282 2.2946 -0.3664 -0.4109 - 156.0000 0.0221 0.1785 3.1695 2.6231 0.5464 0.6113 - 156.0000 0.0221 0.1785 2.7600 2.4510 0.3090 0.4706 - 156.0000 0.0221 0.1785 0.8131 1.7071 -0.8940 -1.1626 - 156.0000 0.0221 0.1785 0.1226 0.8538 -0.7312 -1.5704 - 157.0000 0.0669 0.1785 0.0000 0.0000 0.0000 0.0000 - 157.0000 0.0669 0.1785 0.6317 0.3914 0.2403 0.1802 - 157.0000 0.0669 0.1785 5.5530 2.4569 3.0961 2.0846 - 157.0000 0.0669 0.1785 5.5190 2.6400 2.8790 1.7173 - 157.0000 0.0669 0.1785 1.8032 2.2558 -0.4526 -1.7170 - 157.0000 0.0669 0.1785 2.2293 1.5704 0.6589 0.3238 - 157.0000 0.0669 0.1785 0.4698 0.7659 -0.2961 -1.2596 - 157.0000 0.0669 0.1785 0.2960 0.3754 -0.0794 -0.1589 - 157.0000 0.0669 0.1785 0.2286 0.1270 0.1016 2.0408 - 157.0000 0.0669 0.1785 0.1840 0.0444 0.1396 3.5171 - 158.0000 0.0564 0.1785 0.0000 0.0000 0.0000 0.0000 - 158.0000 0.0564 0.1785 0.6066 0.9920 -0.3854 -0.9102 - 158.0000 0.0564 0.1785 1.2839 2.4649 -1.1810 -1.2727 - 158.0000 0.0564 0.1785 4.0217 2.6571 1.3646 1.3796 - 158.0000 0.0564 0.1785 1.9996 2.3021 -0.3025 -0.4520 - 158.0000 0.0564 0.1785 2.6361 1.5925 1.0436 1.6098 - 158.0000 0.0564 0.1785 1.1642 0.7759 0.3883 0.6603 - 158.0000 0.0564 0.1785 0.3610 0.3606 0.0004 -1.2683 - 158.0000 0.0564 0.1785 0.2867 0.1239 0.1628 0.7165 - 158.0000 0.0564 0.1785 0.2218 0.0421 0.1797 2.7385 - 159.0000 0.0474 0.1785 0.0000 0.0000 0.0000 0.0000 - 159.0000 0.0474 0.1785 1.0539 1.5387 -0.4848 -0.7663 - 159.0000 0.0474 0.1785 2.5788 2.5576 0.0212 0.0896 - 159.0000 0.0474 0.1785 2.3282 2.6029 -0.2747 -0.2312 - 159.0000 0.0474 0.1785 2.0515 2.2017 -0.1502 -0.1480 - 159.0000 0.0474 0.1785 2.4871 1.5464 0.9407 1.7551 - 159.0000 0.0474 0.1785 0.5667 0.7348 -0.1681 -0.7048 - 159.0000 0.0474 0.1785 0.1267 0.3548 -0.2281 -1.7385 - 159.0000 0.0474 0.1785 0.1918 0.1206 0.0712 0.7709 - 159.0000 0.0474 0.1785 0.1800 0.0412 0.1389 2.8430 - 160.0000 0.0206 0.1785 0.0000 0.0000 0.0000 0.0000 - 160.0000 0.0206 0.1785 0.8560 0.8810 -0.0250 0.3865 - 160.0000 0.0206 0.1785 0.6787 2.3743 -1.6956 -1.4641 - 160.0000 0.0206 0.1785 3.8656 2.6581 1.2075 1.7272 - 160.0000 0.0206 0.1785 1.0407 2.3000 -1.2593 -0.9559 - 160.0000 0.0206 0.1785 0.4204 1.5530 -1.1326 -1.3580 - 160.0000 0.0206 0.1785 0.1231 0.7602 -0.6371 -1.2600 - 161.0000 0.0695 0.1785 0.0000 0.0000 0.0000 0.0000 - 161.0000 0.0695 0.1785 1.5408 0.6909 0.8499 2.7941 - 161.0000 0.0695 0.1785 3.1692 2.5660 0.6032 0.1822 - 161.0000 0.0695 0.1785 2.5511 2.5798 -0.0287 -0.5140 - 161.0000 0.0695 0.1785 3.2987 2.1635 1.1352 0.9245 - 161.0000 0.0695 0.1785 1.4280 1.4721 -0.0441 -0.7656 - 161.0000 0.0695 0.1785 1.2534 0.7120 0.5414 1.1182 - 161.0000 0.0695 0.1785 0.7380 0.3429 0.3950 1.5024 - 161.0000 0.0695 0.1785 0.2087 0.1126 0.0961 -0.0578 - 161.0000 0.0695 0.1785 0.2302 0.0387 0.1915 3.2676 - 162.0000 0.0204 0.1785 0.0000 0.0000 0.0000 0.0000 - 162.0000 0.0204 0.1785 0.5441 1.7063 -1.1622 -1.1209 - 162.0000 0.0204 0.1785 2.2678 2.6525 -0.3847 0.3018 - 162.0000 0.0204 0.1785 1.9784 2.5746 -0.5962 0.0836 - 162.0000 0.0204 0.1785 1.1130 2.1884 -1.0754 -0.6104 - 162.0000 0.0204 0.1785 0.5438 1.5404 -0.9965 -1.0134 - 162.0000 0.0204 0.1785 0.2244 0.7445 -0.5202 -0.9698 - 162.0000 0.0204 0.1785 0.1173 0.3621 -0.2447 -0.6064 - 163.0000 0.0241 0.1785 0.0000 0.0000 0.0000 0.0000 - 163.0000 0.0241 0.1785 0.4716 0.8931 -0.4216 -0.5834 - 163.0000 0.0241 0.1785 1.6759 2.3721 -0.6962 -0.1861 - 163.0000 0.0241 0.1785 2.3460 2.6598 -0.3138 0.2904 - 163.0000 0.0241 0.1785 1.3633 2.3090 -0.9457 -0.4767 - 163.0000 0.0241 0.1785 0.5439 1.6463 -1.1024 -1.1796 - 163.0000 0.0241 0.1785 0.3648 0.8174 -0.4527 -0.7228 - 163.0000 0.0241 0.1785 0.1501 0.3961 -0.2460 -0.7184 - 163.0000 0.0241 0.1785 0.0971 0.1304 -0.0333 0.2168 - 163.0000 0.0241 0.1785 0.0559 0.0459 0.0100 0.5986 - 164.0000 0.0610 0.1785 0.0000 0.0000 0.0000 0.0000 - 164.0000 0.0610 0.1785 0.9781 0.8320 0.1461 0.4698 - 164.0000 0.0610 0.1785 1.3451 2.3936 -1.0485 -1.2403 - 164.0000 0.0610 0.1785 2.1930 2.6464 -0.4534 -0.5382 - 164.0000 0.0610 0.1785 4.3448 2.2845 2.0603 2.4124 - 164.0000 0.0610 0.1785 1.7942 1.5924 0.2018 0.2199 - 164.0000 0.0610 0.1785 0.2377 0.7475 -0.5097 -2.2432 - 164.0000 0.0610 0.1785 0.5681 0.3659 0.2022 0.8024 - 164.0000 0.0610 0.1785 0.2358 0.1204 0.1154 0.7367 - 164.0000 0.0610 0.1785 0.2705 0.0408 0.2297 4.3317 - 165.0000 0.0205 0.1785 0.0000 0.0000 0.0000 0.0000 - 165.0000 0.0205 0.1785 1.0447 1.1566 -0.1119 0.0062 - 165.0000 0.0205 0.1785 3.2760 2.2555 1.0205 1.5307 - 165.0000 0.0205 0.1785 1.0359 2.6562 -1.6203 -1.3020 - 165.0000 0.0205 0.1785 2.1682 2.3630 -0.1948 0.2227 - 165.0000 0.0205 0.1785 0.2077 1.6707 -1.4630 -1.8338 - 165.0000 0.0205 0.1785 0.0975 0.8036 -0.7061 -1.2413 - 165.0000 0.0205 0.1785 0.0502 0.3837 -0.3335 -0.4346 - 166.0000 0.0389 0.1785 0.0000 0.0000 0.0000 0.0000 - 166.0000 0.0389 0.1785 0.7095 0.7729 -0.0634 -0.2972 - 166.0000 0.0389 0.1785 2.8874 2.5797 0.3077 0.2552 - 166.0000 0.0389 0.1785 3.1830 2.6375 0.5455 0.5274 - 166.0000 0.0389 0.1785 2.4079 2.2203 0.1876 0.2818 - 166.0000 0.0389 0.1785 0.4892 1.4965 -1.0073 -1.6852 - 166.0000 0.0389 0.1785 0.2959 0.7307 -0.4348 -1.0337 - 166.0000 0.0389 0.1785 0.1396 0.3537 -0.2141 -0.6433 - 166.0000 0.0389 0.1785 0.1720 0.1188 0.0532 1.5564 - 166.0000 0.0389 0.1785 0.0909 0.0414 0.0495 1.5721 - 167.0000 0.0337 0.1785 0.0000 0.0000 0.0000 0.0000 - 167.0000 0.0337 0.1785 2.3350 2.1130 0.2220 -0.2465 - 167.0000 0.0337 0.1785 4.6233 2.6502 1.9731 1.5544 - 167.0000 0.0337 0.1785 3.6978 2.5878 1.1100 0.7548 - 167.0000 0.0337 0.1785 1.9026 2.2172 -0.3146 -0.7129 - 167.0000 0.0337 0.1785 0.8356 1.5450 -0.7094 -1.3533 - 167.0000 0.0337 0.1785 0.2619 0.7448 -0.4829 -1.1705 - 167.0000 0.0337 0.1785 0.1290 0.3579 -0.2290 -0.4057 - 167.0000 0.0337 0.1785 0.1028 0.1199 -0.0171 1.1121 - 167.0000 0.0337 0.1785 0.0693 0.0409 0.0284 1.5870 - 168.0000 0.0400 0.1785 0.0000 0.0000 0.0000 0.0000 - 168.0000 0.0400 0.1785 2.0721 1.2140 0.8581 0.7561 - 168.0000 0.0400 0.1785 2.7909 2.3382 0.4527 -0.4812 - 168.0000 0.0400 0.1785 5.1248 2.6516 2.4732 1.5844 - 168.0000 0.0400 0.1785 3.5464 2.3062 1.2402 0.6571 - 168.0000 0.0400 0.1785 1.5664 1.5650 0.0014 -0.5294 - 168.0000 0.0400 0.1785 0.3264 0.7553 -0.4289 -1.3313 - 168.0000 0.0400 0.1785 0.1450 0.3664 -0.2214 -0.5401 - 168.0000 0.0400 0.1785 0.0730 0.1252 -0.0522 0.6251 - 168.0000 0.0400 0.1785 0.1381 0.0441 0.0940 3.1196 - 169.0000 0.0514 0.1785 0.0000 0.0000 0.0000 0.0000 - 169.0000 0.0514 0.1785 0.3935 0.7292 -0.3358 -0.8280 - 169.0000 0.0514 0.1785 1.3333 2.2370 -0.9037 -0.8900 - 169.0000 0.0514 0.1785 2.9199 2.6105 0.3094 0.4892 - 169.0000 0.0514 0.1785 3.2434 2.3932 0.8502 1.1107 - 169.0000 0.0514 0.1785 1.1369 1.6473 -0.5104 -0.8574 - 169.0000 0.0514 0.1785 0.8155 0.8154 0.0002 -0.3641 - 169.0000 0.0514 0.1785 0.5898 0.4016 0.1883 0.2809 - 169.0000 0.0514 0.1785 0.3222 0.1343 0.1879 1.0102 - 169.0000 0.0514 0.1785 0.2479 0.0465 0.2014 2.9799 - 170.0000 0.0219 0.1785 0.0000 0.0000 0.0000 0.0000 - 170.0000 0.0219 0.1785 1.2661 1.1539 0.1122 0.6143 - 170.0000 0.0219 0.1785 2.2195 2.5209 -0.3014 0.0722 - 170.0000 0.0219 0.1785 1.8931 2.6599 -0.7668 -0.3657 - 170.0000 0.0219 0.1785 1.3631 2.3629 -0.9998 -0.7004 - 170.0000 0.0219 0.1785 1.1019 1.6840 -0.5821 -0.3938 - 170.0000 0.0219 0.1785 0.2672 0.8182 -0.5509 -0.9626 - 170.0000 0.0219 0.1785 0.0682 0.3867 -0.3185 -0.7765 - 171.0000 0.0543 0.1785 0.0000 0.0000 0.0000 0.0000 - 171.0000 0.0543 0.1785 0.7175 1.1518 -0.4343 -0.2589 - 171.0000 0.0543 0.1785 1.8174 2.4771 -0.6597 -0.1775 - 171.0000 0.0543 0.1785 2.0087 2.6464 -0.6377 -0.1858 - 171.0000 0.0543 0.1785 1.5626 2.2847 -0.7221 -0.5151 - 171.0000 0.0543 0.1785 1.8502 1.5936 0.2566 0.5077 - 171.0000 0.0543 0.1785 1.2647 0.7729 0.4918 0.8494 - 171.0000 0.0543 0.1785 0.6820 0.3744 0.3075 0.0145 - 171.0000 0.0543 0.1785 0.4351 0.1284 0.3067 1.3065 - 171.0000 0.0543 0.1785 0.3179 0.0440 0.2738 3.5541 - 172.0000 0.0221 0.1785 0.0000 0.0000 0.0000 0.0000 - 172.0000 0.0221 0.1785 1.0334 0.8187 0.2147 0.6750 - 172.0000 0.0221 0.1785 2.8445 2.4869 0.3576 0.4831 - 172.0000 0.0221 0.1785 2.4939 2.6213 -0.1274 0.0265 - 172.0000 0.0221 0.1785 1.6299 2.2323 -0.6024 -0.4925 - 172.0000 0.0221 0.1785 0.5357 1.5757 -1.0400 -1.3934 - 172.0000 0.0221 0.1785 0.1146 0.7629 -0.6483 -1.2524 - 172.0000 0.0221 0.1785 0.0853 0.3700 -0.2848 -0.2067 - 173.0000 0.0384 0.1785 0.0000 0.0000 0.0000 0.0000 - 173.0000 0.0384 0.1785 1.5278 0.7029 0.8249 1.7728 - 173.0000 0.0384 0.1785 4.3087 2.1729 2.1358 1.5557 - 173.0000 0.0384 0.1785 3.7125 2.6529 1.0596 0.0986 - 173.0000 0.0384 0.1785 3.3198 2.3603 0.9595 0.2670 - 173.0000 0.0384 0.1785 1.5593 1.6235 -0.0642 -0.6117 - 173.0000 0.0384 0.1785 0.0768 0.7798 -0.7030 -2.0297 - 173.0000 0.0384 0.1785 0.1162 0.3787 -0.2625 -0.3212 - 173.0000 0.0384 0.1785 0.0984 0.1254 -0.0270 1.5474 - 173.0000 0.0384 0.1785 0.1069 0.0425 0.0644 2.8773 - 174.0000 0.0573 0.1785 0.0000 0.0000 0.0000 0.0000 - 174.0000 0.0573 0.1785 0.6422 0.6701 -0.0279 -0.5294 - 174.0000 0.0573 0.1785 2.4457 2.5854 -0.1397 -0.5854 - 174.0000 0.0573 0.1785 3.5908 2.6191 0.9717 0.5786 - 174.0000 0.0573 0.1785 4.1654 2.2844 1.8810 1.8650 - 174.0000 0.0573 0.1785 1.4329 1.6360 -0.2031 -0.7332 - 174.0000 0.0573 0.1785 0.7340 0.7929 -0.0588 -0.4824 - 174.0000 0.0573 0.1785 0.3826 0.4022 -0.0196 -0.3768 - 174.0000 0.0573 0.1785 0.1734 0.1349 0.0385 0.1673 - 174.0000 0.0573 0.1785 0.2438 0.0457 0.1981 3.9632 - 175.0000 0.0369 0.1785 0.0000 0.0000 0.0000 0.0000 - 175.0000 0.0369 0.1785 3.2069 1.5792 1.6277 1.7386 - 175.0000 0.0369 0.1785 4.3127 2.5484 1.7643 0.9899 - 175.0000 0.0369 0.1785 4.4909 2.6211 1.8698 1.1560 - 175.0000 0.0369 0.1785 1.8174 2.1792 -0.3618 -1.0752 - 175.0000 0.0369 0.1785 0.4779 1.5147 -1.0367 -2.1470 - 175.0000 0.0369 0.1785 0.1989 0.7261 -0.5272 -1.1341 - 175.0000 0.0369 0.1785 0.1500 0.3571 -0.2071 0.3148 - 175.0000 0.0369 0.1785 0.0857 0.1201 -0.0344 1.6695 - 176.0000 0.0589 0.1785 0.0000 0.0000 0.0000 0.0000 - 176.0000 0.0589 0.1785 0.0981 0.0858 0.0123 0.3728 - 176.0000 0.0589 0.1785 2.0518 2.3608 -0.3090 -0.4873 - 176.0000 0.0589 0.1785 2.9713 2.6600 0.3113 0.1688 - 176.0000 0.0589 0.1785 3.2280 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0.1786 0.2360 0.1224 0.1136 0.9055 + 177.0000 0.0418 0.1786 0.1419 0.0421 0.0997 1.5555 + 178.0000 0.0515 0.1786 0.0000 0.0000 0.0000 0.0000 + 178.0000 0.0515 0.1786 0.6335 0.7008 -0.0673 -0.8660 + 178.0000 0.0515 0.1786 3.8886 2.3671 1.5215 1.1536 + 178.0000 0.0515 0.1786 3.0963 2.6601 0.4362 -0.1102 + 178.0000 0.0515 0.1786 3.2475 2.3417 0.9058 0.5571 + 178.0000 0.0515 0.1786 1.9013 1.6042 0.2971 0.1500 + 178.0000 0.0515 0.1786 0.4879 0.8028 -0.3149 -1.1832 + 178.0000 0.0515 0.1786 0.3339 0.3969 -0.0630 -0.2560 + 178.0000 0.0515 0.1786 0.1703 0.1362 0.0340 0.6483 + 178.0000 0.0515 0.1786 0.1811 0.0475 0.1336 2.9689 + 179.0000 0.0672 0.1786 0.0000 0.0000 0.0000 0.0000 + 179.0000 0.0672 0.1786 0.8610 0.4864 0.3747 1.1255 + 179.0000 0.0672 0.1786 3.7022 1.9829 1.7193 1.4743 + 179.0000 0.0672 0.1786 3.9559 2.6453 1.3106 0.5564 + 179.0000 0.0672 0.1786 3.1761 2.4198 0.7563 0.1386 + 179.0000 0.0672 0.1786 1.6545 1.7480 -0.0935 -0.7102 + 179.0000 0.0672 0.1786 0.4411 0.8385 -0.3974 -1.4193 + 179.0000 0.0672 0.1786 0.2849 0.4041 -0.1192 -0.5011 + 179.0000 0.0672 0.1786 0.3051 0.1394 0.1657 2.4618 + 179.0000 0.0672 0.1786 0.2491 0.0489 0.2003 4.3680 + 180.0000 0.0223 0.1786 0.0000 0.0000 0.0000 0.0000 + 180.0000 0.0223 0.1786 0.6963 1.8383 -1.1421 -1.0076 + 180.0000 0.0223 0.1786 1.8122 2.5440 -0.7318 -0.1291 + 180.0000 0.0223 0.1786 2.4193 2.6228 -0.2035 0.4546 + 180.0000 0.0223 0.1786 1.3850 2.3003 -0.9153 -0.4020 ID V2 V3 DV PRED RES WRES - 180.0000 0.0223 0.1785 0.6147 1.5744 -0.9597 -0.9638 - 180.0000 0.0223 0.1785 0.2410 0.7591 -0.5181 -1.0105 - 180.0000 0.0223 0.1785 0.0975 0.3688 -0.2713 -0.8898 - 180.0000 0.0223 0.1785 0.0801 0.1268 -0.0468 0.1397 - 180.0000 0.0223 0.1785 0.0657 0.0441 0.0216 0.9402 + 180.0000 0.0223 0.1786 0.6147 1.5740 -0.9593 -0.9635 + 180.0000 0.0223 0.1786 0.2410 0.7588 -0.5178 -1.0101 + 180.0000 0.0223 0.1786 0.0975 0.3686 -0.2711 -0.8892 + 180.0000 0.0223 0.1786 0.0801 0.1267 -0.0467 0.1403 + 180.0000 0.0223 0.1786 0.0657 0.0441 0.0216 0.9401 diff --git a/tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.csv b/tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.csv new file mode 100644 index 00000000..40609688 --- /dev/null +++ b/tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.csv @@ -0,0 +1,5 @@ +ROW,ID,TIME,EVID,CMT,AMT,DV,MDV,BBW +1,1,0,1,1,100,.,1,60 +2,1,1,2,2,.,.,1,60 +3,1,2,2,2,.,.,1,60 +4,1,3,2,2,.,.,1,60 diff --git a/tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.rds b/tests/testthat/testData/simulations/xgxr014_subprobs/NMsimData_xgxr014_subprobs.rds new file mode 100644 index 0000000000000000000000000000000000000000..8296e256c33187c72b2dc9c57ec39ff02737f09c GIT binary patch literal 270 zcmV+p0rCDHiwFP!000001B>8dU|?WoU}0inU}gm}8CXL@+;lB~V!}WUClK=jF$)kg z0x=U zxM;Y&eo*(|pn*z2VaEsz8BmzA<|XE)76Taq44^=U2r>uxheMf6o-R-pONghhD~#nC9pOwSmoS*1FM{dh6pm&;XHkB+9?T7(h-7L26951I|AX$( + %\VignetteIndexEntry{02ParameterTables} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +header-includes: +- \usepackage{ae} +--- + +```{r,include = FALSE} +## library(tidyvpc) +library(NMdata) +load_all("~/wdirs/NMdata") +NMdataConf(as.fun="data.table") + +##knitr::opts_chunk$set(dev = "cairo_pdf") +knitr::opts_chunk$set( + collapse = TRUE + ,comment = "#>" + ,fig.width=7 + ,cache=FALSE + ) + +## NMdataConf(dir.psn="/opt/psn") + +library(data.table) +library(knitr) +library(scales) +library(NMcalc) +``` + +Parameter tables are a basic and essential look into a model estimate. Due to Nonmem's flexible model definition approach, getting an informative parameter table can however be an involved process. + +* Nonmem parameters like THETA(1), OMEGA(2,2), SIGMA(1,1) etc. must be connected with physiologically interpretable parameters such as "Clearance" or "Between-subject variability on central volume" to be informative. + +* Physiologically interpretable parameters may be transformations of Nonmem parameters. + +A manual or even semi-automated approach to establishing these relationships are manually involved to quality check. + +`NMdata` offers two distinct approaches to connecting Nonmem parameters to physiologially interpretable ones. + +* Flexible, user-defined interpretation of delimited comments in the parameter sections ($THETA, $OMEGA, and $SIGMA) (`NMreadParText()`). This means, if you added comments in whatever consistent way in these sections, `NMreadParText()` is likely to be able to get it into a formatted `data.frame`. + +* Automatic translation of Nonmem code related to direct use of the parameters (`NMrelate()`). This may be a pretty good approach trying to report a Nonmem model without structured labeling in the parameter sections. If you keep a coding standard, it may allow you to skip manual parameter translation altogether. And lastly, it may be a powerful QC tool in any case. + +## Reading Nonmem parameter estimates +Before getting into how to translate the Nonmem parameters, it is worth mentioning how to even just read the parameter estimates with `NMdata`. A lot of the relevant information is stored in the `.ext` file and can be read using `NMreadExt()`. + +```{r} +## file.mod <- system.file("examples/nonmem/xgxr001.mod",package="NMdata") +## file.mod <- system.file("examples/nonmem/xgxr132.mod",package="NMdata") +file.mod <- system.file("examples/nonmem/xgxr133.mod",package="NMdata") + +##NMreadExt(file.mod,return="objv") +pars.ext <- NMreadExt(file.mod) + +``` + +This does provide a basic parameter table. + +```{r} + +pars.ext[,.(par.name,FIX,value,se)] + +``` + +`NMreadExt()` does return more than that. These are all the columns available: + +```{r} +colnames(pars.ext) +``` +where `est` is a deprecated copy of the `value` column. + +NMreadExt can return other information than the parameter estimates. This vignette is about creating parameter tables so for now, let this be a teaser for what else `NMreadExt()` provides (which is all the info in `.ext` files): + +```{r} +names(NMreadExt(file.mod,return="all")) +``` + +## Adding physiologically interpretable labels + +The above parameter table is not useful to many, maybe not even to the person who wrote the model. Let + +```{r} +NMreadSection(file.mod,section=c("THETA")) +NMreadSection(file.mod,section=c("OMEGA")) +NMreadSection(file.mod,section=c("SIGMA")) + +``` + +```{r} +partab <- NMreadParsText(file.mod,format="%init;%idx:%symbol;%label[%unit];%trans", + format.sigma="%init;%symbol-%label") +partab +``` +And we can format a parameter table with labels merging with the ext file: + +```{r} +partab2 <- mergeCheck(pars.ext, + partab, + by="parameter", + all.x=TRUE, + fun.commoncols="drop.y", + quiet=TRUE + ) +partab2[,value.trans:=value] +partab2[trans=="log",value.trans:=exp(value)] +kable(partab2[,.(par.name,symbol,FIX,label,unit,Estimate=value.trans,RSE=se/value)]) + +``` + +The left join we did with `mergeCheck` includes all parameters from the ext file. In this case we want to skip all the off-diagonals in $OMEGA and $SIGMA because they are not estimated. Let's just look at the onese that were estimated. In many cases some fixed parameters can be relevant to include in a parameter table, and then you need to modify this step. + +```{r} +partab2[FIX==0,.(par.name,symbol,FIX,label,unit,Estimate=NMcalc::signif2(value.trans,3),RSE=scales::percent(se/value,accuracy=.1))] |> + kable() +``` + +We need to explain that RSE's were calculated on the log scale for the +transformed parameters. We could also want to add confidence intervals +based on the estimated standard error on the log scale. But we are +getting close. + +### Add shrinkage +```{r} +shk <- NMreadShk(file.mod) + +partab3 <- mergeCheck(partab2,shk[,.(par.name,Pval=signif2(Pval,2),etabar,EtaShkSD=percent(EtaShkSD/100))],by="par.name",all.x=TRUE) +partab3[FIX==0,.(par.name,symbol,FIX,label,unit,Estimate=NMcalc::signif2(value.trans,3),RSE=scales::percent(se/value,accuracy=.1),Pval,etabar,EtaShkSD)] |> + kable() +``` + +### Correlation estimates + +```{r} + +Partab4 <- NMdata::addOmegaCorr(partab2) +kable(Partab4) +``` + +### Editing information in the parameter table +The problem with the otherwise nicely looking table generated above is +that we spotted a typo in one label. A "t" is missing in +"Intercompartmental". How are we going to fix that? The model was +finalized so we don't want to edit the control stream. For this +specific problem we could fix it with a simple text replacement. But +such patchwork can become messy with a large model. While the method +of providing all the details in control stream may look like a great +solution at first, it has problems + +A practical issue is the tedious process keeping all the candidate +models up to date as the information for the parameter tables +improves. The parameter table work is often part of a model reporting +step following model development. Since the control streams are +created in the model development step, the parameter table fine tuning +is difficult to integrate. Briefly, we need a way to update the +parameter tables after finalizing the control stream. + +```{r,include=FALSE,eval=FALSE} +### dont do this - csv has been edited +tab.csv <- partab[,.(symbol,label,unit)] +fwrite(tab.csv,file="derived/partab_offline.csv") +``` + +```{r} +tab.offline <- read.csv("derived/partab_offline.csv") +mergeCheck(partab2[FIX==0],tab.offline,by="symbol",fun.commoncols="drop.x") +``` + + +### Identifying the parameter names from code +In the last example, all we used from the control stream was the `symbol`, i.e. an abbreviated parameter name. The rest was merged in from a table maintained in a csv file. + + + +```{r} +load_all("~/wdirs/NMdata") +NMdataConf(as.fun="data.table") + +labs.auto <- NMrelate(file.mod) +labs.auto[,symbol:=label] +labs.auto[par.type=="OMEGA",symbol:=paste0("BSV.",symbol)] +kable(labs.auto) + +mergeCheck(labs.auto[,.(par.name,symbol)],tab.offline,by="symbol",all.x=T) +``` + +## More models +Any of the code above can be run on multiple models at once. `NMdata` functions generally return tables including a `model` column for this purpose. Let's get a quick overview of a few models. + +```{r} +files <- system.file(file.path("examples/nonmem",c("xgxr132.mod","xgxr133.mod")),package="NMdata") +labs.auto <- NMrelate(files) +labs.auto[,symbol:=label] +labs.auto[par.type=="OMEGA",symbol:=paste0("BSV.",symbol)] + +NMreadExt(files,return="pars")[FIX==0]|> + mergeCheck(labs.auto[,.(model,par.name,symbol)],by=c("model","par.name"),all.x=T) |> + mergeCheck(tab.offline,by="symbol",all.x=T) |> + dcast(par.name+symbol+label+unit~model,value.var="value") + + +``` diff --git a/vignettes/derived/partab_offline.csv b/vignettes/derived/partab_offline.csv new file mode 100644 index 00000000..8af89a15 --- /dev/null +++ b/vignettes/derived/partab_offline.csv @@ -0,0 +1,15 @@ +symbol,label,unit +LTVKA,Absorption rate,1/h +LTVV2,Central volume,L +LTVCL,Clearance,L/h +LTVV3,Peripheral volume,L +LTVQ,Intercompartmental clearance,L/h +AGEEFF,Age effect on clearance,"" +BSV.KA,KA Between-subject variability, +BSV.V2,V2 Between-subject variability, +Cov.BSV.V2-CL,V2 Between-subject variability, +BSV.CL,CL Between-subject variability, +BSV.V3,V3 Between-subject variability, +BSV.Q,Q Between-subject variability, +SigP,Prop err, +SigA,Add err, From 8ec29822970ab47201cd50bbcf35f1b5f3b03cb0 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Fri, 2 Aug 2024 07:42:02 -0400 Subject: [PATCH 19/33] adding ext example file --- inst/examples/nonmem/xgxr133.ext | 148 +++++++++++++++++++++++++++++++ 1 file changed, 148 insertions(+) create mode 100644 inst/examples/nonmem/xgxr133.ext diff --git a/inst/examples/nonmem/xgxr133.ext b/inst/examples/nonmem/xgxr133.ext new file mode 100644 index 00000000..e5ef4cfb --- /dev/null +++ b/inst/examples/nonmem/xgxr133.ext @@ -0,0 +1,148 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Goal Function=FINAL VALUE OF LIKELIHOOD FUNCTION: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + ITERATION THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) SAEMOBJ + -1000 1.00000E-01 3.00000E+00 1.00000E+00 4.00000E+00 -1.00000E+00 1.00000E-01 1.00000E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.50000E-01 0.00000E+00 1.50000E-02 1.50000E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 939.80046006882696 + -990 6.90453E-01 4.27142E+00 2.57379E+00 4.89217E+00 1.44644E+00 3.15216E-01 8.98737E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.25755E-01 0.00000E+00 -3.13412E-02 2.07892E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -2102.1000683455622 + -980 8.02342E-01 4.32759E+00 2.54941E+00 5.14738E+00 2.13288E+00 4.17927E-01 8.27306E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.88075E-01 0.00000E+00 -5.70150E-02 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Function=FINAL VALUE OF OBJECTIVE FUNCTION: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + ITERATION THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) OMEGA(5,5) OBJ + 0 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.0830101208317 + 1 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.6023024422218 + 2 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.6167861776003 + 3 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.1070010024744 + 4 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.1171935939303 + 5 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.0920108656794 + 6 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.1990043869491 + 7 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.0840359832505 + 8 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.2233625240553 + 9 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.4240406850670 + 10 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 -4.78580E-02 2.54205E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 -1733.1764794576686 + 11 8.02873E-01 4.31654E+00 2.55241E+00 5.15548E+00 2.15159E+00 4.42768E-01 8.12994E-02 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.73776E-01 0.00000E+00 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0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 + -1000000002 1.29310E-01 4.01499E-01 4.29168E-01 4.81360E-01 7.73260E-01 8.70593E-01 1.10717E+00 1.40265E+00 1.51769E+00 2.88730E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 + -1000000003 2.23286E+01 1.29310E-01 2.88730E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 + -1000000004 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 2.85130E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 4.16864E-01 0.00000E+00 -2.27702E-01 5.04188E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 + -1000000005 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 9.52561E-03 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 3.74549E-02 1.00000E+10 1.13531E-01 4.30343E-02 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 1.00000E+10 0.0000000000000000 + -1000000006 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 0.00000E+00 1.00000E+00 0.00000E+00 0.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 1.00000E+00 0.0000000000000000 + -1000000007 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 + -1000000008 6.57415E-01 -8.74182E-01 -3.92398E-01 -2.67607E+00 3.30353E+00 6.73492E-02 1.64170E+01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 6.16453E-01 0.00000E+00 1.20659E+00 7.46425E-01 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.00000E+00 0.0000000000000000 From 0f9da2f7c4efca0ae8de8b6a0fb6067e6f9ac09c Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 10:01:11 -0400 Subject: [PATCH 20/33] clean up NMreadExt output --- DESCRIPTION | 2 +- R/NMextractDataFile.R | 2 +- R/NMextractText.R | 2 +- R/NMreadExt.R | 23 +-- R/NMwriteData.R | 1 + R/addParType.R | 1 + R/addTableStep.R | 4 +- R/mergeCheck.R | 31 +++-- inst/examples/nonmem/xgxr132.mod | 6 +- inst/examples/nonmem/xgxr133.mod | 6 +- man/NMextractDataFile.Rd | 2 +- man/NMreadExt.Rd | 2 +- man/NMreadSection.Rd | 4 +- man/NMreadShk.Rd | 2 +- man/addOmegaCorr.Rd | 2 +- man/dt2mat.Rd | 2 +- man/mergeCheck.Rd | 24 ++-- .../testthat/testReference/NMdataConf_01.rds | Bin 368 -> 53252 bytes .../testthat/testReference/NMdataConf_02.rds | Bin 366 -> 53254 bytes tests/testthat/testReference/NMreadExt_01.rds | Bin 719 -> 761 bytes tests/testthat/testReference/NMreadExt_02.rds | Bin 1575 -> 1760 bytes tests/testthat/testReference/NMreadExt_03.rds | Bin 2216 -> 2422 bytes tests/testthat/testReference/NMreadExt_04.rds | Bin 1454 -> 1643 bytes tests/testthat/testReference/NMreadExt_05.rds | Bin 1624 -> 1821 bytes tests/testthat/testReference/NMreadExt_06.rds | Bin 555 -> 566 bytes tests/testthat/testReference/NMreadShk_01.rds | Bin 499 -> 506 bytes tests/testthat/testReference/NMrelate_02.rds | Bin 1868 -> 1913 bytes tests/testthat/test_NMdataConf.R | 3 +- tests/testthat/test_NMreadExt.R | 10 +- tests/testthat/test_NMreadShk.R | 3 + tests/testthat/test_NMrelate.R | 8 +- vignettes/ParameterTables.Rmd | 131 +++++++++++++++--- vignettes/derived/partab_offline.csv | 16 +-- 33 files changed, 211 insertions(+), 76 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 3cd36e9e..1c903ea8 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: NMdata Type: Package Title: Preparation, Checking and Post-Processing Data for PK/PD Modeling -Version: 0.1.6.912 +Version: 0.1.6.913 Authors@R: c(person(given="Philip", family="Delff", email = "philip@delff.dk", diff --git a/R/NMextractDataFile.R b/R/NMextractDataFile.R index 7e6314f1..6c95b955 100644 --- a/R/NMextractDataFile.R +++ b/R/NMextractDataFile.R @@ -12,7 +12,7 @@ ##' and the existence of the file in that directory is not ##' checked. ##' @param file.mod The input control stream. Default is to look for -##' \"file\" with extension changed to .mod (PSN style). You can +##' \"file\" with extension changed to `.mod` (PSN style). You can ##' also supply the path to the file, or you can provide a ##' function that translates the output file path to the input ##' file path. The default behavior can be configured using diff --git a/R/NMextractText.R b/R/NMextractText.R index 3b0fb648..57ab00af 100644 --- a/R/NMextractText.R +++ b/R/NMextractText.R @@ -91,7 +91,7 @@ NMextractText <- function(file, lines, text, section, char.section, ## clean.spaces <- deprecatedArg("cleanSpaces","clean.spaces",args=args) if(!return%in%c("idx","text")) stop("text must be one of text or idx.") - + if(sum(c(!missing(file)&&!is.null(file), !missing(lines)&&!is.null(lines), !missing(text)&&!is.null(text) diff --git a/R/NMreadExt.R b/R/NMreadExt.R index fe3733a2..5d5b48fc 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -93,6 +93,7 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m as.fun <- NMdataDecideOption("as.fun",as.fun) if(missing(col.model)) col.model <- NULL col.model <- NMdataDecideOption("col.model",col.model) + if(col.model!="model") stop("NMreadExt() currently only supports col.model=\"model\".") if(missing(modelname)) modelname <- NULL modelname <- NMdataDecideOption("modelname",modelname) if(missing(auto.ext) || is.null(auto.ext)) auto.ext <- TRUE @@ -110,7 +111,9 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m file <- deprecatedArg("file.ext","file",args=args) if(missing(return)||is.null(return)) return <- "pars" - allowed.return <- c("pars","iterations","objv","all") + return <- tolower(return) + + allowed.return <- c("pars","iterations","obj","all") if(!return %in% allowed.return){ stop("Argument return has to be one of: ", paste(allowed.return,collapse =", ")) } @@ -167,23 +170,25 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m ## pars <- res.NMdat[variable%in%dt.codes$variable,setdiff(colnames(res.NMdat),"OBJ"),with=FALSE] pars <- res.NMdat[variable%in%dt.codes$variable] pars <- addTableStep(pars,keep.table.name=FALSE) - objv <- NULL + obj <- NULL if(nrow(pars)){ - pars <- melt(pars,id.vars=cc(model,TABLENO,NMREP,table.step,ITERATION,variable),variable.name="parameter") + pars <- melt(pars,id.vars=c(col.model,cc(TABLENO,NMREP,table.step,ITERATION,variable)),variable.name="parameter") pars <- dcast(pars,model+TABLENO+NMREP+table.step+parameter~variable,value.var="value") pars <- addParType(pars) - setcolorder(pars,intersect(c("model","TABLENO","NMREP","table.step","par.type","parameter","par.name","i","j","FIX","value", "cond","eigCor", "partLik", "se", "seStdDevCor", "stdDevCor", "termStat"),colnames(pars))) + setcolorder(pars,intersect(c(col.model,"TABLENO","NMREP","table.step","par.type","parameter","par.name","i","j","FIX","value", "cond","eigCor", "partLik", "se", "seStdDevCor", "stdDevCor", "termStat"),colnames(pars))) - objv <- pars[parameter%in%c("SAEMOBJ","OBJ"), .(model, TABLENO, NMREP, table.step, parameter,value)] - objv[,par.type:= "OBJV"] + ## obj <- pars[parameter%in%c("SAEMOBJ","OBJ"), .(model, TABLENO, NMREP, table.step, par.type,parameter,value)] + obj <- pars[parameter%in%c("SAEMOBJ","OBJ")] + cols.drop <- intersect(colnames(pars),cc(i,j,FIX,est,cond,eigCor ,partLik ,se ,seStdDevCor, stdDevCor )) + obj[,(cols.drop):=NULL] pars <- pars[!parameter%in%c("SAEMOBJ","OBJ")] ### this setorder call doesnt work - unsure why ## setorder(pars,match(par.type,c("THETA","OMEGA","SIGMA")),i,j) - pars <- pars[order(match(par.type,c("THETA","OMEGA","SIGMA")),i,j)] + pars <- pars[order(model,match(par.type,c("THETA","OMEGA","SIGMA")),i,j)] ## est is just a copy of value for backward compatibility pars[,est:=value] @@ -195,12 +200,12 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m iterations <- melt(iterations,id.vars=cc(model,TABLENO,NMREP,table.step,ITERATION),variable.name="parameter") iterations <- addParType(iterations) - res <- list(pars=pars,iterations=iterations,objv=objv) + res <- list(pars=pars,iterations=iterations,obj=obj) res <- lapply(res,as.fun) if(return=="pars") return(res$pars) if(return=="iterations") return(res$iterations) - if(return=="objv") return(res$objv) + if(return=="obj") return(res$obj) ## as.fun already applied diff --git a/R/NMwriteData.R b/R/NMwriteData.R index e0ddc012..5493659e 100644 --- a/R/NMwriteData.R +++ b/R/NMwriteData.R @@ -135,6 +135,7 @@ NMwriteData <- function(data,file,formats.write=c("csv","rds"), write.rds=FALSE } ## args <- getArgs() + args <- getArgs(sys.call(),parent.frame()) args.write.depr <- c("write.rds","write.csv","write.RData") diff --git a/R/addParType.R b/R/addParType.R index bcfe3188..21a49c25 100644 --- a/R/addParType.R +++ b/R/addParType.R @@ -22,6 +22,7 @@ addParType <- function(pars,suffix,add.idx){ pars[grepl("^THETA",get(col.parameter)),(col.par.type):="THETA"] pars[grepl("^OMEGA",get(col.parameter)),(col.par.type):="OMEGA"] pars[grepl("^SIGMA",get(col.parameter)),(col.par.type):="SIGMA"] + pars[get(col.parameter)%in%cc("OBJ","SAEMOBJ"),(col.par.type):="OBJ"] if(add.idx){ pars[get(col.par.type)=="THETA",i:=as.integer(sub("THETA([0-9]+)","\\1",get(col.parameter)))] pars[get(col.par.type)=="OMEGA",i:=as.integer(sub("OMEGA\\(([0-9]+)\\,([0-9]+)\\)","\\1",get(col.parameter)))] diff --git a/R/addTableStep.R b/R/addTableStep.R index deb1025b..8eb2cd83 100644 --- a/R/addTableStep.R +++ b/R/addTableStep.R @@ -15,9 +15,11 @@ addTableStep <- function(dt,keep.table.name=FALSE){ dt[grepl("Importance Sampling",table.name),table.step:="IMP"] dt[grepl("Importance/MAP Sampling",table.name),table.step:="IMP"] + dt[grepl("Laplacian Conditional Estimation",table.name),table.step:="LAPLACECE"] + if(!keep.table.name){ dt[,table.name:=NULL] } - dt + dt[] } diff --git a/R/mergeCheck.R b/R/mergeCheck.R index 83b02208..8f1f7c88 100644 --- a/R/mergeCheck.R +++ b/R/mergeCheck.R @@ -30,6 +30,7 @@ ##' of columns being added to the dimensions of x. So if ##' ncols.expect=1, the resulting data must have exactly one ##' column more than x - if not, an error will be returned. +##' @param subset.x Not implemented. ##' @param track.msg If using mergeCheck inside other functions, it ##' can be useful to use track.msg=TRUE. This will add information ##' to messages/warnings/errors that they came from mergCheck. @@ -125,7 +126,7 @@ ##' } ##' @export -mergeCheck <- function(x,y,by,by.x,by.y,common.cols=base::warning,ncols.expect,track.msg=FALSE,quiet,df1,df2,fun.na.by=base::stop,as.fun,fun.commoncols,...){ +mergeCheck <- function(x,y,by,by.x,by.y,common.cols=base::warning,ncols.expect,track.msg=FALSE,quiet,df1,df2,subset.x,fun.na.by=base::stop,as.fun,fun.commoncols,...){ #### Section start: Dummy variables, only not to get NOTE's in pacakge checks #### @@ -186,7 +187,7 @@ mergeCheck <- function(x,y,by,by.x,by.y,common.cols=base::warning,ncols.expect,t by.x <- by by.y <- by } - + name.df3 <- "result" if("all"%in%names.dots) { messageWrap("option all not supported. mergeCheck is intended for merges that result in column additions to x, that's all.", @@ -231,34 +232,44 @@ mergeCheck <- function(x,y,by,by.x,by.y,common.cols=base::warning,ncols.expect,t messageWrap("NA\'s found in matched by.x and in by.y column(s). This loosely speaking means, you are trying to merge on NA values. Double-check the columns you are merging by. If this is expected, you can use \'fun.na.by=NULL\' to allow it.",fun.msg=fun.na.by) } + if(missing(subset.x)) subset.x <- NULL + x.subsetx <- NULL + if(!is.null(subset.x)){ + stop("subset.x argument not supported.") + x.subsetx <- x[eval(parse(text=sprintf("!(%s)",subset.x)))] + x <- x[eval(parse(text=subset.x))] + } + if(missing(as.fun)) as.fun <- NULL if(x.was.dt && is.null(as.fun)) as.fun <- "data.table" as.fun <- NMdataDecideOption("as.fun",as.fun) - + #### Section start: Handle common columns not merged by #### cols.common.notby <- intersect(setdiff(colnames(x),by.x),setdiff(colnames(y),by.y)) - if(is.character(fun.commoncols)){ - fun.commoncols <- cleanSpaces(fun.commoncols) + if(is.character(common.cols)){ + common.cols <- cleanSpaces(common.cols) } - if(length(cols.common.notby) && is.character(fun.commoncols) && fun.commoncols=="drop.x") { + if(length(cols.common.notby) && is.character(common.cols) && common.cols=="drop.x") { x <- x[,setdiff(colnames(x),cols.common.notby),with=FALSE] cols.common.notby <- intersect(setdiff(colnames(x),by.x),setdiff(colnames(y),by.y)) } - if(length(cols.common.notby)&& is.character(fun.commoncols) && fun.commoncols=="drop.y") { + if(length(cols.common.notby)&& is.character(common.cols) && common.cols=="drop.y") { y <- y[,setdiff(colnames(y),cols.common.notby),with=FALSE] cols.common.notby <- intersect(setdiff(colnames(x),by.x),setdiff(colnames(y),by.y)) } - if(length(cols.common.notby)&& is.character(fun.commoncols) && fun.commoncols=="merge.by") { + if(length(cols.common.notby)&& is.character(common.cols) && common.cols=="merge.by") { by.x <- c(by.x,cols.common.notby) by.y <- c(by.y,cols.common.notby) cols.common.notby <- c() } commoncols.found <- FALSE + fun.commoncols <- common.cols + if(is.character(fun.commoncols)) fun.commoncols <- stop if(length(cols.common.notby)) { messageWrap(paste0("x and y have common column names not being merged by. This will create new column names in output. Common but not merged by: ",paste(cols.common.notby,collapse=", "),"."), @@ -340,6 +351,10 @@ mergeCheck <- function(x,y,by,by.x,by.y,common.cols=base::warning,ncols.expect,t } } + #### todo: Move reorder after this. Make sure row identifier is added before splitting. + if(!is.null(x.subsetx)){ + df3 <- rbind(x.subsetx,df3) + } df3 <- as.fun(df3) if(!quiet){ diff --git a/inst/examples/nonmem/xgxr132.mod b/inst/examples/nonmem/xgxr132.mod index c08ea224..eae774af 100644 --- a/inst/examples/nonmem/xgxr132.mod +++ b/inst/examples/nonmem/xgxr132.mod @@ -31,10 +31,12 @@ S2=V2 $ERROR IPRED=F - IRES=DV-IPRED +IRES=DV-IPRED +SIGP=SIGMA(1,1) +SIGA=SIGMA(2,2) IF (IPRED.GT.1) THEN - W = SQRT(IPRED**2*SIGMA(1,1) + SIGMA(2,2)) + W = SQRT(IPRED**2*SIGP + SIGA) ELSE W=1 ENDIF diff --git a/inst/examples/nonmem/xgxr133.mod b/inst/examples/nonmem/xgxr133.mod index d4db328f..42baf88d 100644 --- a/inst/examples/nonmem/xgxr133.mod +++ b/inst/examples/nonmem/xgxr133.mod @@ -31,10 +31,12 @@ S2=V2 $ERROR IPRED=F - IRES=DV-IPRED +IRES=DV-IPRED +SIGP=SIGMA(1,1) +SIGA=SIGMA(2,2) IF (IPRED.GT.1) THEN - W = SQRT(IPRED**2*SIGMA(1,1) + SIGMA(2,2)) + W = SQRT(IPRED**2*SIGP + SIGA) ELSE W=1 ENDIF diff --git a/man/NMextractDataFile.Rd b/man/NMextractDataFile.Rd index 09167d13..22ac70e9 100644 --- a/man/NMextractDataFile.Rd +++ b/man/NMextractDataFile.Rd @@ -15,7 +15,7 @@ and the existence of the file in that directory is not checked.} \item{file.mod}{The input control stream. Default is to look for -\"file\" with extension changed to .mod (PSN style). You can +\"file\" with extension changed to `.mod` (PSN style). You can also supply the path to the file, or you can provide a function that translates the output file path to the input file path. The default behavior can be configured using diff --git a/man/NMreadExt.Rd b/man/NMreadExt.Rd index dbf4f5c6..8a5c4db5 100644 --- a/man/NMreadExt.Rd +++ b/man/NMreadExt.Rd @@ -24,7 +24,7 @@ estimates and iterations of the estimates. If returned in addition to what other parameter-level information is found, like FIX, sd etc. as columns. If \code{return="iterations"}, the iterations are returned. If -\code{return="both"}, both er returned, though in separate +\code{return="all"}, all er returned, though in separate data.frames compiled in a list.} \item{as.fun}{The default is to return data as a data.frame. Pass diff --git a/man/NMreadSection.Rd b/man/NMreadSection.Rd index c909dceb..48bdb876 100644 --- a/man/NMreadSection.Rd +++ b/man/NMreadSection.Rd @@ -95,9 +95,9 @@ suitable for the results part too. } \section{Functions}{ \itemize{ -\item \code{NMgetSection()}: Deprecated function name. Use NMreadSection. - +\item \code{NMgetSection}: Deprecated function name. Use NMreadSection. }} + \examples{ NMreadSection(system.file("examples/nonmem/xgxr001.lst", package="NMdata"),section="DATA") diff --git a/man/NMreadShk.Rd b/man/NMreadShk.Rd index eb836afd..6daabe79 100644 --- a/man/NMreadShk.Rd +++ b/man/NMreadShk.Rd @@ -4,7 +4,7 @@ \alias{NMreadShk} \title{Read Shrinkage data reported by Nonmem} \usage{ -NMreadShk(file, as.fun) +NMreadShk(file, auto.ext, as.fun) } \arguments{ \item{file}{A model file. Extension will be replaced by ".shk".} diff --git a/man/addOmegaCorr.Rd b/man/addOmegaCorr.Rd index b358206a..c9b3cf13 100644 --- a/man/addOmegaCorr.Rd +++ b/man/addOmegaCorr.Rd @@ -4,7 +4,7 @@ \alias{addOmegaCorr} \title{add Omega correlations to a parameter table} \usage{ -addOmegaCorr(pars, by = NULL, as.fun) +addOmegaCorr(pars, by = NULL, as.fun, col.value = "value") } \arguments{ \item{pars}{A parameter table, like returned by `NMreadExt()`.} diff --git a/man/dt2mat.Rd b/man/dt2mat.Rd index e500f773..c459de07 100644 --- a/man/dt2mat.Rd +++ b/man/dt2mat.Rd @@ -4,7 +4,7 @@ \alias{dt2mat} \title{Convert a data.table of parameter estimates to a matrix} \usage{ -dt2mat(pars, dt.subset = "unique", max.i, fill = 0) +dt2mat(pars, dt.subset = "unique", max.i, fill = 0, col.value) } \arguments{ \item{pars}{A data.table with parameters. Must contain columns `i` diff --git a/man/mergeCheck.Rd b/man/mergeCheck.Rd index a0af3858..415bf04c 100644 --- a/man/mergeCheck.Rd +++ b/man/mergeCheck.Rd @@ -10,14 +10,16 @@ mergeCheck( by, by.x, by.y, - fun.commoncols = base::warning, + common.cols = base::warning, ncols.expect, track.msg = FALSE, quiet, df1, df2, + subset.x, fun.na.by = base::stop, as.fun, + fun.commoncols, ... ) } @@ -37,15 +39,6 @@ differently. by or by.x and by.y must be supplied.} \item{by.y}{If the columns to merge by in x and y are named differently. by or by.x and by.y must be supplied.} -\item{fun.commoncols}{If common columns are found in x and y, and -they are not used in by, this will create columns named like -col.x and col.y in result (see ?merge). Often, this is a -mistake, and the default is to throw a warning if this -happens. If using mergeCheck in a function, you may want to -make sure this is not happening and use -fun.commoncols=stop. If you want nothing to happen, you can do -fun.commoncols=NULL.} - \item{ncols.expect}{If you want to include a check of the number of columns being added to the dimensions of x. So if ncols.expect=1, the resulting data must have exactly one @@ -62,6 +55,8 @@ reported. Default value controlled by NMdataConf.} \item{df2}{Deprecated. Use y.} +\item{subset.x}{Not implemented.} + \item{fun.na.by}{If NA's are found in (matched) by columns in both x and why, what should we do? This could be OK, but in many cases, it's because something unexpected is happening. Use @@ -72,6 +67,15 @@ ahead regardless.} data.table and return a data.frame in all other cases. Pass a function in as.fun to convert to something else.} +\item{fun.commoncols}{If common columns are found in x and y, and +they are not used in by, this will create columns named like +col.x and col.y in result (see ?merge). Often, this is a +mistake, and the default is to throw a warning if this +happens. If using mergeCheck in a function, you may want to +make sure this is not happening and use +fun.commoncols=stop. If you want nothing to happen, you can do +fun.commoncols=NULL.} + \item{...}{additional arguments passed to data.table::merge. If all is among them, an error will be returned.} } diff --git a/tests/testthat/testReference/NMdataConf_01.rds b/tests/testthat/testReference/NMdataConf_01.rds index 42c514e4f37921f161519f58708f8faea7d076ee..54fcf74ddfea50b2495d735fa0d449fc4638823e 100644 GIT binary patch literal 53252 zcmXVW3p~^R_kT!Ap^Hn1h02ij5t8d%!Y7h@?$#%X2o-YQNRlCxONhDTPI4*9WmI!# z?m|p%bBSHtHhXXTzkPrIJv<(^_ukv<|JH@m-Ej$G zO44tX-@wy{P)lv+OfIGx-7qrbJuAM7RdRiqVYCFjsx~<)X>K6Rlj-)xEOGUghjgP_ z;`<@SyqO~9_Wt%|FVQh;#gsPUlQsXJ6L)|5L+=XmcHO)dcUvT|=;{-|axhcl*NVb1 z+u{DW*TKVfh7Ag)IhIvEW?|7G;tiFPf?d6n%{s|%r*pmH8n~6;Zj^nzbza$Tdbg_S zn%~UHF3CoJhG=`1M8*?qqa&ei0pIExm1j-d1&0vy8(RO`>(Q*gOS6?_i2knW0g^Wx zE=|p^NU-)U^!?PnlZgMW1azIQ)8;Tv1u0a@uWUWybuMcb?L6hC$a(jl|WCKXu5AFzfbQe$1o( zO?GUwv7tgcw=dYr%*Utrou@K0&DSQaq4>jxKSA6f)yezeQ zqLCYStz_!k)LTn@igitQ8jeknS8#QZ-sGJUR}F(4SlbSA1iaU44PPZWBpIZ%Et(b zij(H%WFc;^)EZOk7(+ zxvU1q+Xbp1OVu}p1kHjsNEdvrDm>fx-4dlt)42MyAOumbJ$nOft=(Sx!R+_pHv=Cu 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zBjGhx@JS);zS#9wD8>?NR|t0$DEo8r}Czh!SE&+)(D~0 zCN~n(aG%oLGNIHEUl?z;z*NwKK5ynrYL!gNrP#g6$q4blu6w*f@ z1v$e-0Rf#$$Vm~61N05hHUcFR<)ny;0SX4F7lBrZa#BR60F46li9n5X`3q1XK!E_g z(JeUlJ_%#T(UFQVatDw+ zq_`>4jXZrUa>$0O6p=$gCWC=HR+Q_WO|)0X$4C2gtBTIbCxwXG=)fwi zKuX$c?#j?pePbLtI=_yDO;hF!1E|LJ#H{`x7|F~RL*dS@9_SsLFe)%$8UF#3Qc|Z{ GG5`PuSDu~# diff --git a/tests/testthat/test_NMdataConf.R b/tests/testthat/test_NMdataConf.R index 97e23935..89aabbcd 100644 --- a/tests/testthat/test_NMdataConf.R +++ b/tests/testthat/test_NMdataConf.R @@ -17,7 +17,8 @@ test_that("defaults",{ expect_equal_to_reference(defaults,fileRef) -## compareCols(readRDS(fileRef),defaults) + ## compareCols(readRDS(fileRef),defaults) + }) test_that("reset",{ diff --git a/tests/testthat/test_NMreadExt.R b/tests/testthat/test_NMreadExt.R index 74f0851e..d1e77de2 100644 --- a/tests/testthat/test_NMreadExt.R +++ b/tests/testthat/test_NMreadExt.R @@ -15,7 +15,7 @@ test_that("basic - pars",{ ref <- readRDS(fileRef) compareCols(ref,res) res[1:4] - res[1:4] + ref[1:4] } }) @@ -87,10 +87,10 @@ test_that("muref SAEM - tableno options",{ NMdataConf(as.fun="data.table") res <- list( - NMreadExt(file.ext,tableno=1)[parameter=="SAEMOBJ"] - ,NMreadExt(file.ext,tableno="min")[parameter=="SAEMOBJ"] - ,NMreadExt(file.ext,tableno=2)[parameter=="SAEMOBJ"] - ,NMreadExt(file.ext,tableno="max")[parameter=="SAEMOBJ"] + NMreadExt(file.ext,tableno=1,return="obj") + ,NMreadExt(file.ext,tableno="min",return="obj") + ,NMreadExt(file.ext,tableno=2,return="obj") + ,NMreadExt(file.ext,tableno="max",return="obj") ) expect_equal_to_reference(res,fileRef) diff --git a/tests/testthat/test_NMreadShk.R b/tests/testthat/test_NMreadShk.R index 4da54594..b46feb02 100644 --- a/tests/testthat/test_NMreadShk.R +++ b/tests/testthat/test_NMreadShk.R @@ -10,4 +10,7 @@ test_that("Basic",{ expect_equal_to_reference(res,fileRef) + ref <- readRDS(fileRef) + ref + res }) diff --git a/tests/testthat/test_NMrelate.R b/tests/testthat/test_NMrelate.R index 1722b792..8e8a708e 100644 --- a/tests/testthat/test_NMrelate.R +++ b/tests/testthat/test_NMrelate.R @@ -1,6 +1,8 @@ context("NMrelate") +NMdataConf(reset=TRUE) + ### sigma doesn't quite work test_that("basic",{ file.mod <- "testData/nonmem/xgxr032.mod" @@ -38,11 +40,11 @@ test_that("merge with NMreadExt results",{ res.ext <- NMreadExt(file=file.mod,as.fun="data.table") res <- list( - ext.all=mergeCheck(res.ext[!is.na(par.type)],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T) + ext.all=mergeCheck(res.ext[!is.na(par.type)],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T,common.cols="drop.y") , - ext.nofix=mergeCheck(res.ext[!is.na(par.type)&FIX==0],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL) + ext.nofix=mergeCheck(res.ext[!is.na(par.type)&FIX==0],res.rel,by=cc(model,par.type,i,j),fun.na.by=NULL,common.cols="drop.y") , - labs.all=mergeCheck(res.rel,res.ext[!is.na(par.type)],by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T) + labs.all=mergeCheck(res.rel,res.ext[!is.na(par.type)],by=cc(model,par.type,i,j),fun.na.by=NULL,all.x=T,common.cols="drop.y") ) expect_equal_to_reference(res,fileRef) diff --git a/vignettes/ParameterTables.Rmd b/vignettes/ParameterTables.Rmd index 59e7a47e..197310e2 100644 --- a/vignettes/ParameterTables.Rmd +++ b/vignettes/ParameterTables.Rmd @@ -14,8 +14,8 @@ header-includes: --- ```{r,include = FALSE} -## library(tidyvpc) -library(NMdata) +## library(NMdata) +library(devtools) load_all("~/wdirs/NMdata") NMdataConf(as.fun="data.table") @@ -66,7 +66,7 @@ This does provide a basic parameter table. ```{r} -pars.ext[,.(par.name,FIX,value,se)] +pars.ext[,.(par.name,FIX,value,se)] |> kable() ``` @@ -77,28 +77,65 @@ colnames(pars.ext) ``` where `est` is a deprecated copy of the `value` column. -NMreadExt can return other information than the parameter estimates. This vignette is about creating parameter tables so for now, let this be a teaser for what else `NMreadExt()` provides (which is all the info in `.ext` files): +`NMreadExt()` can return other information than the parameter estimates. This vignette is about creating parameter tables so for now, let this be a teaser for what else `NMreadExt()` provides (which is all the info in `.ext` files): ```{r} names(NMreadExt(file.mod,return="all")) ``` -## Adding physiologically interpretable labels +## Retrieve physiologically interpretable labels using parameter section annotations -The above parameter table is not useful to many, maybe not even to the person who wrote the model. Let +The above parameter table is not useful to many, maybe not even to the person who wrote the model. The parameter sections of the control stream contain consistently formatted information we can use. -```{r} -NMreadSection(file.mod,section=c("THETA")) -NMreadSection(file.mod,section=c("OMEGA")) -NMreadSection(file.mod,section=c("SIGMA")) + +```{r,eval=FALSE} +NMreadSection(file.mod)[c("THETA","OMEGA","SIGMA")] +``` + +```{r,echo=FALSE} +quiet <- NMreadSection(file.mod)[c("THETA","OMEGA","SIGMA")] |> lapply(function(x)cat(paste(paste(x,collapse="\n"),"\n\n"))) ``` +`NMdata::NMreadParsText()` provides a very flexible way to read this information into R. One has to provide the format used in the control stream in a simple way. Take a look at the annotations shown above. Following an optional `$THETA`/`$OMEGA`/`$SIGMA`, each line contains the initial value specification used by Nonmem, and then comments containing a counter, a variable name (symbol), and a label string. `$THETA` also includes units and transformation coding (`log` means the physiological parameter is the exponentail of the `$THETA`). `SIGMA` is coded simpler, only holding a symbol and a label separated by a dash. We mimick that in the `format` arguments to `NMreadParsText()`. + ```{r} partab <- NMreadParsText(file.mod,format="%init;%idx:%symbol;%label[%unit];%trans", format.sigma="%init;%symbol-%label") -partab +kable(partab) ``` + +Notice a couple of things here. + +* A variable must be defined in the format by using a `%` followed by alphanumeric characters. + +Non-alphanumeric characters can be used as delimiters. In this case `;` is used as the delimiter most of the time, but not concistently. After the counter a `:` was used. And in fact, the brackets around the units (`[1/h]`) are delimiters too. In this case `[` is a delimiter on its own, and `]` form a multi-charater delimitor together with the following `;`. + +* Spaces around delimitors are ignored + +We did not specfiy any spaces, and spaces around delimitors are ignored altogeter by default. You musst use the `spaces.split` argument if you want to respect spaces as delimitors. + +* Not all fields need be available in all lines + +In fact, we did not specify two distinct formats for `$THETA` and +`$OMEGA` even though `$OMEGA` lines do no include units and +transformations. `NA`'s are filled in where information is +missing. However, you cannot skip delimitors in a line. You can skip +contents, but the structure must be consistent. As an example, see how +the unit is skipped on `THETA(A) - AGEEFF`. + +* Distinct formats are allowed for `$THETA`, `$OMEGA` and `$SIGMA` + +`format` always applies to `$THETA` and is inherited to use for `$OMEGA` if `format.omega` is not supplied. The format used for `$OMEGA` is inherited for `$SIGMA` if `format.sigma` is not provided. + +* An index variable is only needed when off-diagonal elements are included + +In this example, the correlation between two `$OMEGA` elements is estimated. `NMreadParsText()` cannot figure out on its own how to connect comments to those off-diagonal elements in `$OMEGA` and/or `$SIGMA`. Currently, an index variable must be included with the `i-j` format for these to be read correctly. The name of the column to be used as the index variable can be controlled using the `field.idx` argument. + +See more examples in `?NMreadParsText()` to better understand how you can tweak the formats to match your needs. + +## Merge parameter estimates and parameter labels + And we can format a parameter table with labels merging with the ext file: ```{r} @@ -118,7 +155,7 @@ kable(partab2[,.(par.name,symbol,FIX,label,unit,Estimate=value.trans,RSE=se/valu The left join we did with `mergeCheck` includes all parameters from the ext file. In this case we want to skip all the off-diagonals in $OMEGA and $SIGMA because they are not estimated. Let's just look at the onese that were estimated. In many cases some fixed parameters can be relevant to include in a parameter table, and then you need to modify this step. ```{r} -partab2[FIX==0,.(par.name,symbol,FIX,label,unit,Estimate=NMcalc::signif2(value.trans,3),RSE=scales::percent(se/value,accuracy=.1))] |> +partab2[FIX==0,.(par.name,symbol,label,unit,Estimate=NMcalc::signif2(value.trans,3),RSE=scales::percent(se/value,accuracy=.1))] |> kable() ``` @@ -132,7 +169,7 @@ getting close. shk <- NMreadShk(file.mod) partab3 <- mergeCheck(partab2,shk[,.(par.name,Pval=signif2(Pval,2),etabar,EtaShkSD=percent(EtaShkSD/100))],by="par.name",all.x=TRUE) -partab3[FIX==0,.(par.name,symbol,FIX,label,unit,Estimate=NMcalc::signif2(value.trans,3),RSE=scales::percent(se/value,accuracy=.1),Pval,etabar,EtaShkSD)] |> +partab3[FIX==0,.(par.name,symbol,label,unit,Estimate=NMcalc::signif2(value.trans,3),RSE=scales::percent(se/value,accuracy=.1),Pval,etabar,EtaShkSD)] |> kable() ``` @@ -170,7 +207,7 @@ fwrite(tab.csv,file="derived/partab_offline.csv") ```{r} tab.offline <- read.csv("derived/partab_offline.csv") -mergeCheck(partab2[FIX==0],tab.offline,by="symbol",fun.commoncols="drop.x") +mergeCheck(partab2[FIX==0],tab.offline,by="symbol",fun.commoncols="drop.x",all.x=T) ``` @@ -178,10 +215,8 @@ mergeCheck(partab2[FIX==0],tab.offline,by="symbol",fun.commoncols="drop.x") In the last example, all we used from the control stream was the `symbol`, i.e. an abbreviated parameter name. The rest was merged in from a table maintained in a csv file. - + ```{r} -load_all("~/wdirs/NMdata") -NMdataConf(as.fun="data.table") labs.auto <- NMrelate(file.mod) labs.auto[,symbol:=label] @@ -191,6 +226,67 @@ kable(labs.auto) mergeCheck(labs.auto[,.(par.name,symbol)],tab.offline,by="symbol",all.x=T) ``` + +```{r} +load_all("~/wdirs/NMdata") +NMdataConf(as.fun="data.table") + +file2.mod <- system.file("examples/nonmem/xgxr133.mod",package="NMdata") + +pars.ext <- NMreadExt(file2.mod) + +labs.auto <- NMrelate(file2.mod) +labs.auto[,symbol:=label] +labs.j <- labs.auto[par.type%in%c("OMEGA","SIGMA"),.(par.type.j=par.type,j,symbol.j=symbol)] +labs.ij <- labs.j[,labs.auto[par.type%in%c("OMEGA","SIGMA"),.(i,par.type.i=par.type,symbol.i=symbol)],by=labs.j] +labs.ij <- labs.ij[par.type.i==par.type.j & (i!=j)] +labs.ij[par.type.i==par.type.j,par.type:=par.type.i] +labs.ij[,symbol:=sprintf("Cov.%s-%s",symbol.i,symbol.j)] +labs.ij[,par.name:=sprintf("%s(%d,%d)",par.type.i,i,j)] +labs.ij[,label:=symbol] +cols.drop <- cc(par.type.j, symbol.j, par.type.i, symbol.i) +labs.ij[,(cols.drop):=NULL] + +labs.auto[par.type=="OMEGA"&i==j,symbol:=paste0("BSV.",symbol)] +labs.auto2 <- rbind(labs.auto,labs.ij,fill=T) + + +### overwrite auto-gen labels with hard-coded ones +tab.labs.diag <- mergeCheck( + ## labs.auto[par.type=="THETA",!("label")] + labs.auto2[,!("label")] + ## labs.auto[par.type=="THETA"|(i==j),!("label")] + , + tab.offline + ,by="symbol" + ,all.x=T) + +tab.labs.offdiag <- labs.auto2[par.type!="THETA"&i!=j] + +tab.all.labs <- rbind( + tab.labs.diag + ## ,tab.labs.offdiag + ,fill=T) + +## mege onto estimates (ext) +pars.aug <- mergeCheck(pars.ext[FIX==0], + tab.all.labs[!grepl("SIGMA",symbol)] + , + by="par.name",all.x=TRUE,common.cols="drop.y") + +### back transformations +pars.aug[,value.trans:=value] +pars.aug[grepl("LTV",symbol),value.trans:=exp(value)] +## pars.aug + + +kable(pars.aug[,.(par.name,symbol,FIX,label,unit,Estimate=value.trans,RSE=se/value)]) + + +``` + + + ## More models Any of the code above can be run on multiple models at once. `NMdata` functions generally return tables including a `model` column for this purpose. Let's get a quick overview of a few models. @@ -199,6 +295,7 @@ files <- system.file(file.path("examples/nonmem",c("xgxr132.mod","xgxr133.mod")) labs.auto <- NMrelate(files) labs.auto[,symbol:=label] labs.auto[par.type=="OMEGA",symbol:=paste0("BSV.",symbol)] +labs.auto <- labs.auto[!grepl("SIGMA",symbol)] NMreadExt(files,return="pars")[FIX==0]|> mergeCheck(labs.auto[,.(model,par.name,symbol)],by=c("model","par.name"),all.x=T) |> diff --git a/vignettes/derived/partab_offline.csv b/vignettes/derived/partab_offline.csv index 8af89a15..1fa71d09 100644 --- a/vignettes/derived/partab_offline.csv +++ b/vignettes/derived/partab_offline.csv @@ -5,11 +5,11 @@ LTVCL,Clearance,L/h LTVV3,Peripheral volume,L LTVQ,Intercompartmental clearance,L/h AGEEFF,Age effect on clearance,"" -BSV.KA,KA Between-subject variability, -BSV.V2,V2 Between-subject variability, -Cov.BSV.V2-CL,V2 Between-subject variability, -BSV.CL,CL Between-subject variability, -BSV.V3,V3 Between-subject variability, -BSV.Q,Q Between-subject variability, -SigP,Prop err, -SigA,Add err, +BSV.KA,Between-subject variability - Absorption rate +BSV.V2,Between-subject variability - Central volume +Cov.CL-V2,Covariance - Clearance and central volume +BSV.CL,Between-subject variability - Clearance, +BSV.V3,Between-subject variability - Peripheral volume, +BSV.Q,Between-subject variability - Intercompartmental clearance +SIGP,Proportional residual error +SIGA,Additive residual error, ng/mL From 3e56e9ae88ebeecaf7a6cdd02522aebab82c9217 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 13:18:15 -0400 Subject: [PATCH 21/33] documentation and alignment --- R/NMreadCov.R | 6 ++- R/NMreadExt.R | 9 +++++ R/NMreadShk.R | 4 ++ R/NMrelate.R | 36 +++++++++++++----- R/NMrelateOne.R | 42 ++++++++++++++------- R/addOmegaCorr.R | 3 ++ R/addParType.R | 7 ++++ R/dt2mat.R | 3 ++ R/mergeCheck.R | 18 ++++++--- devel/scripts/dsCreate_4_simCovs.R | 59 ++++++++++++++++++++++++++++++ man/NMreadCov.Rd | 5 +++ man/NMreadShk.Rd | 5 +++ man/addOmegaCorr.Rd | 4 ++ man/dt2mat.Rd | 4 ++ man/mergeCheck.Rd | 23 ++++++++---- 15 files changed, 190 insertions(+), 38 deletions(-) create mode 100644 devel/scripts/dsCreate_4_simCovs.R diff --git a/R/NMreadCov.R b/R/NMreadCov.R index 63e412b4..03a21329 100644 --- a/R/NMreadCov.R +++ b/R/NMreadCov.R @@ -1,6 +1,10 @@ ##' Read in data file ##' -##' @param file The .cov covariance Nonmem matrix file to read +##' @param file The .cov covariance Nonmem matrix file to read +##' @param auto.ext If `TRUE` (default) the extension will automatically +##' be modified using `NMdataConf()$file.cov`. This means `file` +##' can be the path to an input or output control stream, and +##' `NMreadCov()` will still read the `.cov` file. ##' @param ... Passed to fread ##' ##' @details This function is taken from nonmem2rx::nmcov which was diff --git a/R/NMreadExt.R b/R/NMreadExt.R index 5d5b48fc..effa4b2e 100644 --- a/R/NMreadExt.R +++ b/R/NMreadExt.R @@ -86,6 +86,15 @@ NMreadExt <- function(file,return,as.fun,modelname,col.model,auto.ext,tableno="m j <- NULL TABLENO <- NULL table.step <- NULL + FIX <- NULL + est <- NULL + cond <- NULL + eigCor <- NULL + partLik <- NULL + se <- NULL + seStdDevCor <- NULL + stdDevCor <- NULL + value <- NULL ### Section end: Dummy variables, only not to get NOTE's in pacakge checks diff --git a/R/NMreadShk.R b/R/NMreadShk.R index ec41cad9..b00f8f68 100644 --- a/R/NMreadShk.R +++ b/R/NMreadShk.R @@ -1,6 +1,10 @@ ##' Read Shrinkage data reported by Nonmem ##' ##' @param file A model file. Extension will be replaced by ".shk". +##' @param auto.ext If `TRUE` (default) the extension will automatically +##' be modified using `NMdataConf()$file.shk`. This means `file` +##' can be the path to an input or output control stream, and +##' `NMreadShk` will still read the `.shk` file. ##' @param as.fun See ?NMdataConf ##' @return A `data.frame` with shrinkage values, indexes, and name of related parameter, like `OMEGA(1,1)`. ##' diff --git a/R/NMrelate.R b/R/NMrelate.R index 0d645c59..b8267392 100644 --- a/R/NMrelate.R +++ b/R/NMrelate.R @@ -1,12 +1,33 @@ +##' Relate parameter names and variables based on control stream code +##' sections. +##' @param file Path to a control stream to process. See `lines` too. +##' @param lines If the control stream has been read already, the text +##' can be provided here instead of using the `file` +##' argument. Character vector of text lines. +##' @param par.type Parameter type(s) to include. Default is all three +##' possible which is \code{c("THETA","OMEGA","SIGMA")}. +##' @param modelname Either a model name (like "Base") or a function +##' that derives the model name from the control stream file +##' path. The default is dropping the file name extension on the +##' control stream file name. +##' @param col.model Name of the column containing the model name. +##' @param as.fun The default is to return data as a data.frame. Pass +##' a function (say tibble::as_tibble) in as.fun to convert to +##' something else. If data.tables are wanted, use +##' as.fun="data.table". The default can be configured using +##' NMdataConf. ##' @details `NMrelate()` processes $PRED, $PK and $ERROR sections. It ##' does not read ext files or $THETA, $OMEGA, $SIGMA sections to ##' gain information but only extracts what it can from the model ##' code. You can then merge with information from functions such ##' as `NMreadExt()` and `NMreadParText()`. +##' @export -NMrelate <- function(file,lines,pars,modelname,col.model,as.fun){ +NMrelate <- function(file,lines,modelname,par.type,col.model,sections,as.fun){ + + text <- NULL + par.type <- NULL - if(missing(file)) file <- NULL if(missing(lines)) lines <- NULL @@ -14,19 +35,16 @@ NMrelate <- function(file,lines,pars,modelname,col.model,as.fun){ col.model <- NMdataDecideOption("col.model",col.model) if(missing(modelname)) modelname <- NULL modelname <- NMdataDecideOption("modelname",modelname) - + if(missing(par.type)) par.type <- NULL + if(is.null(par.type)) par.type <- cl("THETA","OMEGA","SIGMA") if(missing(as.fun)) as.fun <- NULL as.fun <- NMdataDecideOption("as.fun",as.fun) - lines <- getLines(file=file,lines=lines,col.model=col.model,as.one=TRUE) - + lines <- getLines(file=file,lines=lines,col.model=col.model,modelname=modelname,as.one=TRUE) - types.pars <- cl("THETA","OMEGA","SIGMA") - list.relate <- lapply(types.pars,function(tp) { - ## NMrelateOne(file=NULL,lines=lines,type=tp,as.fun="data.table")[,par.type:=tp] - + list.relate <- lapply(par.type,function(tp) { lines[,NMrelateOne(lines=text,par.type=tp,as.fun="data.table"),by=col.model] }) diff --git a/R/NMrelateOne.R b/R/NMrelateOne.R index de921ba2..3270bae5 100644 --- a/R/NMrelateOne.R +++ b/R/NMrelateOne.R @@ -1,15 +1,29 @@ -### the structure is a little off. argument should be par.type and take one of the values THETA, OMEGA, SIGMA. Then for par.type=SIGMA, look for SIGMA, EPS, ERR (var.type) and process depending on var.type is found - -## if var.type is SIGMA look for i, j, if not look for i only. var.type OMEGA not supported. - -## if par.type is SIGMA, var.type is EPS, ERR, set j:=i - -###### Take all the naming based on varname and put in new function, some of it is covered by addParType already. -## that new function should also be called by NMreadShk +### I don't think this needs to be exported. Use NMrelate(). +##' @keywords internal NMrelateOne <- function(file,lines,par.type="OMEGA",sections=c("PRED","PK","ERROR"),by.par=TRUE,as.fun){ + line2 <- NULL + line.var <- NULL + . <- NULL + varname <- NULL + var.type <- NULL + lineno <- NULL + ETA <- NULL + THETA <- NULL + ERR <- NULL + EPS <- NULL + i <- NULL + j <- NULL + par.name <- NULL + LHS <- NULL + ..par.type <- NULL + nrep.LHS <- NULL + nrep.par <- NULL + label <- NULL + + if(missing(file)) file <- NULL if(missing(lines)) lines <- NULL @@ -33,10 +47,10 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",sections=c("PRED","PK","ERRO lines.list <- NMreadSection(lines=lines,keep.comments=FALSE) - lines.list <- lines.list[names(lines.list)%in%sections] + lines.list <- lines.list[names(lines.list)%in%sections] ## lines <- do.call(c,lines.list) lines <- unlist(lines.list) - + ## lines <- rbindlist(lines.list) ## lines <- c(NMreadSection(lines=lines,section="PRED",keep.comments=FALSE), @@ -86,12 +100,12 @@ NMrelateOne <- function(file,lines,par.type="OMEGA",sections=c("PRED","PK","ERRO if(by.par){ dt.code <- dt.code[,.(LHS=paste(unique(LHS),collapse=", "), - label=paste(unique(LHS),collapse=", "), - code=paste(line2,collapse=", ") - ),by=.(par.name,par.type,i,j,nrep.LHS,nrep.par)] + label=paste(unique(LHS),collapse=", "), + code=paste(line2,collapse=", ") + ),by=.(par.name,par.type,i,j,nrep.LHS,nrep.par)] dt.code[nrep.LHS>1, - label:=paste(paste(unique(LHS),collapse=", "),par.name,sep=" - ")] + label:=paste(paste(unique(LHS),collapse=", "),par.name,sep=" - ")] } diff --git a/R/addOmegaCorr.R b/R/addOmegaCorr.R index 566b96f6..c4bfb6bb 100644 --- a/R/addOmegaCorr.R +++ b/R/addOmegaCorr.R @@ -5,6 +5,9 @@ ##' correlations within a grouping variable? This will often be a ##' column containing the model name. ##' @param as.fun See `?NMdataConf` +##' @param col.value The name of the column from which to take the +##' `OMEGA` values. Default is "value" in alignment with the +##' output from `NMreadExt()`. ##' @return The parameter table with a `corr` column added. ##' @import data.table ##' @importFrom stats cov2cor diff --git a/R/addParType.R b/R/addParType.R index 21a49c25..b2a36ece 100644 --- a/R/addParType.R +++ b/R/addParType.R @@ -3,7 +3,14 @@ ## should also add parname or par.name which is the concistent ## THETA(1), OMEGA(1,1), SIGMA(1,1) labeling. + +##' @keywords internal addParType <- function(pars,suffix,add.idx){ + + i <- NULL + j <- NULL + par.name <- NULL + parameter <- NULL col.parameter <- "parameter" col.par.type <- "par.type" diff --git a/R/dt2mat.R b/R/dt2mat.R index 361bf278..b213e781 100644 --- a/R/dt2mat.R +++ b/R/dt2mat.R @@ -16,6 +16,9 @@ ##' available but a full matrix including elements related to ##' fixed parameters is needed. ##' @param fill Value to insert for missing elements +##' @param col.value The name of the column from which to take the +##' `OMEGA` values. Default is "value" in alignment with the +##' output from `NMreadExt()`. ##' @details If pars does not contain all `i` values, they will be ##' imputed with zeros. The desired matrix dimension is inferred ##' from `min(i)` and `max(i)`. In case `dt.subset=="unique"` diff --git a/R/mergeCheck.R b/R/mergeCheck.R index 8f1f7c88..9625e6aa 100644 --- a/R/mergeCheck.R +++ b/R/mergeCheck.R @@ -18,14 +18,19 @@ ##' differently. by or by.x and by.y must be supplied. ##' @param by.y If the columns to merge by in x and y are named ##' differently. by or by.x and by.y must be supplied. -##' @param fun.commoncols If common columns are found in x and y, and -##' they are not used in by, this will create columns named like -##' col.x and col.y in result (see ?merge). Often, this is a -##' mistake, and the default is to throw a warning if this -##' happens. If using mergeCheck in a function, you may want to +##' @param common.cols If common columns are found in x and y, and +##' they are not used in `by`, this will by default create columns +##' named like col.x and col.y in result (see ?merge). Often, this +##' is a mistake, and the default is to throw a warning if this +##' happens. If using mergeCheck in programming, you may want to ##' make sure this is not happening and use ##' fun.commoncols=stop. If you want nothing to happen, you can do -##' fun.commoncols=NULL. +##' fun.commoncols=NULL. You can also use `common.cols="drop.x"` +##' to drop "non-by" columns in `x` with identical column names in +##' `y`. Use "drop.y" to drop them in `y` and avoid the +##' conflicts. The last option is to use `common.cols="merge.by"` +##' which means `by` will automatically be extended to include all +##' common column names. ##' @param ncols.expect If you want to include a check of the number ##' of columns being added to the dimensions of x. So if ##' ncols.expect=1, the resulting data must have exactly one @@ -46,6 +51,7 @@ ##' function in as.fun to convert to something else. ##' @param df1 Deprecated. Use x. ##' @param df2 Deprecated. Use y. +##' @param fun.commoncols Deprecated. Please use `common.cols`. ##' @param ... additional arguments passed to data.table::merge. If ##' all is among them, an error will be returned. ##' @details Besides merging and checking rows, mergeCheck makes sure diff --git a/devel/scripts/dsCreate_4_simCovs.R b/devel/scripts/dsCreate_4_simCovs.R new file mode 100644 index 00000000..e1ef933b --- /dev/null +++ b/devel/scripts/dsCreate_4_simCovs.R @@ -0,0 +1,59 @@ +## install.packages("NMcalc",repos="https://cloud.r-project.org") +library(NMdata) +library(NMcalc) +library(ggplot2) +library(data.table) +load_all("~/wdirs/NMdata") +NMdataConf(as.fun="data.table") + +writeOutput <- TRUE + +x2 <- readRDS("~/wdirs/NMdata/inst/examples/data/xgxr2.rds") + + +## res <- NMscanData("/data/home/philipde/wdirs/NMsim/inst/examples/nonmem/xgxr032.lst") +### using a very basic model that was run on all subjects to get EBEs for all subjects +res <- NMscanData("~/wdirs/NMsim/inst/examples/nonmem/xgxr014.lst") +pars.id <- findCovs(res,by="ID") +colnames(pars.id) + +ggplot(pars.id,aes(WEIGHTB,CL))+ + geom_point() +ggplot(pars.id,aes(WEIGHTB,V))+ + geom_point() + +ggplot(pars.id,aes(CL,V))+ + geom_point() + +### adding SEX - higher CL for men +head(pars.id) +pars.id[,prob.m:=invlogit((CL-mean(CL))/sd(CL))] +set.seed(33) +pars.id[,MALEN:=sample(c(0,1),size=.N,prob=c(1-prob.m,prob.m),replace=T),by=ID] + +ggplot(pars.id,aes(factor(MALEN),CL))+ + geom_boxplot() + + +#### higher age -> lower CL +## CL=CL0*(AGE/AGE0)**th => AGE=(CL/CL0)^(1/th)*AGE0 + + +pars.id[,AGE0:=55] +pars.id[,CL0:=median(CL)] +set.seed(330) +pars.id[,AGE:=(CL/CL0)^(1/2)*AGE0+rnorm(n=.N,0,sd=15)] + +ggplot(pars.id,aes(AGE,CL))+ + geom_point() + + +x3 <- mergeCheck(x2,pars.id[,.(ID,MALEN,AGE)],by=cc(ID)) + +x3 <- NMorderColumns(x3) +head(x3) +NMwriteData(x3,file="~/wdirs/NMdata/inst/examples/data/xgxr2covs.rds",save=writeOutput, + script="NMdata/devel/scripts/dsCreate_4_simCovs.R",args.rds=list(version=2)) + + +melt(pars.id,measure.vars=cc(WEIGHTB,AGE,MALEN)) [,.(mean(value),median(value)),by="variable"] diff --git a/man/NMreadCov.Rd b/man/NMreadCov.Rd index fe3a0ee5..9364b9bc 100644 --- a/man/NMreadCov.Rd +++ b/man/NMreadCov.Rd @@ -9,6 +9,11 @@ NMreadCov(file, auto.ext, ...) \arguments{ \item{file}{The .cov covariance Nonmem matrix file to read} +\item{auto.ext}{If `TRUE` (default) the extension will automatically +be modified using `NMdataConf()$file.cov`. This means `file` +can be the path to an input or output control stream, and +`NMreadCov()` will still read the `.cov` file.} + \item{...}{Passed to fread} } \value{ diff --git a/man/NMreadShk.Rd b/man/NMreadShk.Rd index 6daabe79..46ec0c66 100644 --- a/man/NMreadShk.Rd +++ b/man/NMreadShk.Rd @@ -9,6 +9,11 @@ NMreadShk(file, auto.ext, as.fun) \arguments{ \item{file}{A model file. Extension will be replaced by ".shk".} +\item{auto.ext}{If `TRUE` (default) the extension will automatically +be modified using `NMdataConf()$file.shk`. This means `file` +can be the path to an input or output control stream, and +`NMreadShk` will still read the `.shk` file.} + \item{as.fun}{See ?NMdataConf} } \value{ diff --git a/man/addOmegaCorr.Rd b/man/addOmegaCorr.Rd index c9b3cf13..c104dc2c 100644 --- a/man/addOmegaCorr.Rd +++ b/man/addOmegaCorr.Rd @@ -14,6 +14,10 @@ correlations within a grouping variable? This will often be a column containing the model name.} \item{as.fun}{See `?NMdataConf`} + +\item{col.value}{The name of the column from which to take the +`OMEGA` values. Default is "value" in alignment with the +output from `NMreadExt()`.} } \value{ The parameter table with a `corr` column added. diff --git a/man/dt2mat.Rd b/man/dt2mat.Rd index c459de07..2b82bac4 100644 --- a/man/dt2mat.Rd +++ b/man/dt2mat.Rd @@ -24,6 +24,10 @@ available but a full matrix including elements related to fixed parameters is needed.} \item{fill}{Value to insert for missing elements} + +\item{col.value}{The name of the column from which to take the +`OMEGA` values. Default is "value" in alignment with the +output from `NMreadExt()`.} } \value{ a matrix diff --git a/man/mergeCheck.Rd b/man/mergeCheck.Rd index 415bf04c..53654456 100644 --- a/man/mergeCheck.Rd +++ b/man/mergeCheck.Rd @@ -39,6 +39,20 @@ differently. by or by.x and by.y must be supplied.} \item{by.y}{If the columns to merge by in x and y are named differently. by or by.x and by.y must be supplied.} +\item{common.cols}{If common columns are found in x and y, and +they are not used in `by`, this will by default create columns +named like col.x and col.y in result (see ?merge). Often, this +is a mistake, and the default is to throw a warning if this +happens. If using mergeCheck in programming, you may want to +make sure this is not happening and use +fun.commoncols=stop. If you want nothing to happen, you can do +fun.commoncols=NULL. You can also use `common.cols="drop.x"` +to drop "non-by" columns in `x` with identical column names in +`y`. Use "drop.y" to drop them in `y` and avoid the +conflicts. The last option is to use `common.cols="merge.by"` +which means `by` will automatically be extended to include all +common column names.} + \item{ncols.expect}{If you want to include a check of the number of columns being added to the dimensions of x. So if ncols.expect=1, the resulting data must have exactly one @@ -67,14 +81,7 @@ ahead regardless.} data.table and return a data.frame in all other cases. Pass a function in as.fun to convert to something else.} -\item{fun.commoncols}{If common columns are found in x and y, and -they are not used in by, this will create columns named like -col.x and col.y in result (see ?merge). Often, this is a -mistake, and the default is to throw a warning if this -happens. If using mergeCheck in a function, you may want to -make sure this is not happening and use -fun.commoncols=stop. If you want nothing to happen, you can do -fun.commoncols=NULL.} +\item{fun.commoncols}{Deprecated. Please use `common.cols`.} \item{...}{additional arguments passed to data.table::merge. If all is among them, an error will be returned.} From 1dda219dab1418cb813a6d2b4b07e6a91ed1ccb8 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 14:00:15 -0400 Subject: [PATCH 22/33] cleanup --- tests/testthat/testReference/NMdataConf_02.rds | Bin 53254 -> 0 bytes tests/testthat/test_NMdataConf.R | 8 +++++--- vignettes/ParameterTables.Rmd | 8 +++----- 3 files changed, 8 insertions(+), 8 deletions(-) delete mode 100644 tests/testthat/testReference/NMdataConf_02.rds diff --git a/tests/testthat/testReference/NMdataConf_02.rds b/tests/testthat/testReference/NMdataConf_02.rds deleted file mode 100644 index 60799dfdbca5ebbe817207f307bae0480a1b3ded..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 53254 zcmXVW3p~^R_kT!Ap^Hn1h02ij5t8d%!Y7h@?$#%X2o-YQNRlCxONhDTPI4*9WmI!# z?m|p%bBSHtHhXXTzkPrIJv<(^_ukv<|JH@m-Ej$G zO44tX-@wy{P)lv+OfIGx-7qrbJuAM7RdRiqVYCFjsx~<)X>K6Rlj-)xEOGUghjgP_ 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zOlifU860wHyhtB`cT(DvFL(VO1t+eErxQ-F0LNsnsfPul1Zn>4D^L1|hsZZvfuvvR zc2d>VPF{*50Aw%_#I#HodX0!@mPO?9p^M^dV|+8fbUuMQn+UrT!J5-O5l=WA{@jT6 zRZrxz?s0Dom@A8KCNR%bTbb;|ZAmfjVU#DjjWjug$FnuEa2@Dik32y>Qrp!?$NxPv z&B`o6E;d4IDO)>%Y@G~bL9bFUA*ZY_d1E&~bV)@|#ni};m1<>alkI4KM&dbeNgdEE zn>t@%ZEAvcU7w%D@J#d-b*5xs=+mL(Cx8S+gTO*Z02`DNvgayJ}i1DrMHr^>q}P_tg4lhx|&f HP+$Eo{u6@P diff --git a/tests/testthat/test_NMdataConf.R b/tests/testthat/test_NMdataConf.R index 89aabbcd..6bc0b733 100644 --- a/tests/testthat/test_NMdataConf.R +++ b/tests/testthat/test_NMdataConf.R @@ -153,17 +153,19 @@ test_that("deprecated use.rds",{ ## NMdataConf(use.rds=TRUE) NMdataConf(formats.read=c("csv")) new <- NMdataConf() - + + ## can't compare functions new$as.fun <- NULL new$file.cov <- NULL - new$file.mod <- NULL new$file.ext <- NULL + new$file.mod <- NULL new$file.phi <- NULL + new$file.shk <- NULL new$modelname <- NULL expect_equal_to_reference(new,fileRef) - ## compareCols(readRDS(fileRef),defaults) + compareCols(readRDS(fileRef),new) }) test_that("reset removes unknown",{ diff --git a/vignettes/ParameterTables.Rmd b/vignettes/ParameterTables.Rmd index 197310e2..8f85b6b4 100644 --- a/vignettes/ParameterTables.Rmd +++ b/vignettes/ParameterTables.Rmd @@ -14,9 +14,9 @@ header-includes: --- ```{r,include = FALSE} -## library(NMdata) -library(devtools) -load_all("~/wdirs/NMdata") +library(NMdata) +## library(devtools) +## load_all("~/wdirs/NMdata") NMdataConf(as.fun="data.table") ##knitr::opts_chunk$set(dev = "cairo_pdf") @@ -228,8 +228,6 @@ mergeCheck(labs.auto[,.(par.name,symbol)],tab.offline,by="symbol",all.x=T) ```{r} -load_all("~/wdirs/NMdata") -NMdataConf(as.fun="data.table") file2.mod <- system.file("examples/nonmem/xgxr133.mod",package="NMdata") From 1e806e11ca6e1550a03e00b6a740625db574eea1 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 14:40:54 -0400 Subject: [PATCH 23/33] fix tests --- DESCRIPTION | 3 +- tests/testthat/test_NMdataConf.R | 106 ++++++++++++++++++------------- 2 files changed, 64 insertions(+), 45 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 1c903ea8..c6660603 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: NMdata Type: Package Title: Preparation, Checking and Post-Processing Data for PK/PD Modeling -Version: 0.1.6.913 +Version: 0.1.6.914 Authors@R: c(person(given="Philip", family="Delff", email = "philip@delff.dk", @@ -23,6 +23,7 @@ Suggests: testthat, knitr, NMsim, + NMcalc, formatR, mime, rmarkdown, diff --git a/tests/testthat/test_NMdataConf.R b/tests/testthat/test_NMdataConf.R index 6bc0b733..c4ea4ea6 100644 --- a/tests/testthat/test_NMdataConf.R +++ b/tests/testthat/test_NMdataConf.R @@ -2,18 +2,24 @@ context("NMdataConf") NMdataConf(reset=TRUE) +dropFuns <- function(x){ + x$as.fun <- NULL + x$file.mod <- NULL + x$file.cov <- NULL + x$file.ext <- NULL + x$file.phi <- NULL + x$file.shk <- NULL + x$modelname <- NULL + x +} + test_that("defaults",{ fileRef <- "testReference/NMdataConf_01.rds" ## ref <- readRDS(fileRef) defaults <- NMdataConf() - defaults$as.fun <- NULL - defaults$file.mod <- NULL - defaults$file.cov <- NULL - defaults$file.ext <- NULL - defaults$file.phi <- NULL - defaults$modelname <- NULL + defaults <- dropFuns(defaults) expect_equal_to_reference(defaults,fileRef) @@ -28,18 +34,22 @@ test_that("reset",{ NMdataConf(reset=TRUE) defaults2 <- NMdataConf() - defaults$as.fun <- NULL - defaults$file.mod <- NULL - defaults$file.cov <- NULL - defaults$file.ext <- NULL - defaults$file.phi <- NULL - defaults$modelname <- NULL - defaults2$as.fun <- NULL - defaults2$file.mod <- NULL - defaults2$file.cov <- NULL - defaults2$file.ext <- NULL - defaults2$file.phi <- NULL - defaults2$modelname <- NULL + defaults <- dropFuns(defaults) + defaults2 <- dropFuns(defaults2) + ## defaults$as.fun <- NULL + ## defaults$file.mod <- NULL + ## defaults$file.cov <- NULL + ## defaults$file.ext <- NULL + ## defaults$file.phi <- NULL + ## defaults$file.shk <- NULL + ## defaults$modelname <- NULL + ## defaults2$as.fun <- NULL + ## defaults2$file.mod <- NULL + ## defaults2$file.cov <- NULL + ## defaults2$file.ext <- NULL + ## defaults2$file.phi <- NULL + ## defaults2$file.shk <- NULL + ## defaults2$modelname <- NULL expect_equal(defaults,defaults2) @@ -83,19 +93,23 @@ test_that("change fun in globalenv does not affect NMdataConf()",{ afun <- class defaults2 <- NMdataConf() - defaults$as.fun <- NULL - defaults$file.mod <- NULL - defaults$file.cov <- NULL - defaults$file.ext <- NULL - defaults$file.phi <- NULL - defaults$modelname <- NULL - defaults2$as.fun <- NULL - defaults2$file.mod <- NULL - defaults2$file.cov <- NULL - defaults2$file.ext <- NULL - defaults2$file.phi <- NULL - defaults2$modelname <- NULL + defaults <- dropFuns(defaults) + defaults2 <- dropFuns(defaults2) + ## defaults$as.fun <- NULL + ## defaults$file.mod <- NULL + ## defaults$file.cov <- NULL + ## defaults$file.ext <- NULL + ## defaults$file.phi <- NULL + ## defaults$file.shk <- NULL + ## defaults$modelname <- NULL + ## defaults2$as.fun <- NULL + ## defaults2$file.mod <- NULL + ## defaults2$file.cov <- NULL + ## defaults2$file.ext <- NULL + ## defaults2$file.phi <- NULL + ## defaults2$file.shk <- NULL + ## defaults2$modelname <- NULL expect_equal(defaults,defaults2) }) @@ -126,19 +140,24 @@ test_that("change fun in globalenv does not affect NMdataConf()",{ afun <- class defaults2 <- NMdataConf() - defaults$as.fun <- NULL - defaults$file.mod <- NULL - defaults$file.cov <- NULL - defaults$file.ext <- NULL - defaults$file.phi <- NULL - defaults$modelname <- NULL - - defaults2$as.fun <- NULL - defaults2$file.mod <- NULL - defaults2$file.cov <- NULL - defaults2$file.ext <- NULL - defaults2$file.phi <- NULL - defaults2$modelname <- NULL + defaults <- dropFuns(defaults) + defaults2 <- dropFuns(defaults2) + + ## defaults$as.fun <- NULL + ## defaults$file.mod <- NULL + ## defaults$file.cov <- NULL + ## defaults$file.ext <- NULL + ## defaults$file.phi <- NULL + ## defaults$file.shk <- NULL + ## defaults$modelname <- NULL + + ## defaults2$as.fun <- NULL + ## defaults2$file.mod <- NULL + ## defaults2$file.cov <- NULL + ## defaults2$file.ext <- NULL + ## defaults2$file.phi <- NULL + ## defaults2$file.shk <- NULL + ## defaults2$modelname <- NULL expect_equal(defaults,defaults2) }) @@ -162,7 +181,6 @@ test_that("deprecated use.rds",{ new$file.phi <- NULL new$file.shk <- NULL new$modelname <- NULL - expect_equal_to_reference(new,fileRef) compareCols(readRDS(fileRef),new) From 416781bc9f7b9fc85b656934214ab6a1aa8a84eb Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 14:58:34 -0400 Subject: [PATCH 24/33] fix test --- .../testthat/testReference/NMdataConf_01.rds | Bin 53252 -> 368 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/testthat/testReference/NMdataConf_01.rds b/tests/testthat/testReference/NMdataConf_01.rds index 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Fe*xtLrLh12 From 96c0a1c72007afe7e9ac266eedc9ade357fbea77 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 15:16:03 -0400 Subject: [PATCH 25/33] export NMreadShk and documentation --- NAMESPACE | 2 ++ R/NMreadShk.R | 1 + R/NMtransInp.R | 2 +- R/getArgs.R | 11 ++++++++--- 4 files changed, 12 insertions(+), 4 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 792e630f..285246e8 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -23,7 +23,9 @@ export(NMreadExt) export(NMreadParsText) export(NMreadPhi) export(NMreadSection) +export(NMreadShk) export(NMreadTab) +export(NMrelate) export(NMreplaceDataFile) export(NMscanData) export(NMscanInput) diff --git a/R/NMreadShk.R b/R/NMreadShk.R index b00f8f68..08dad106 100644 --- a/R/NMreadShk.R +++ b/R/NMreadShk.R @@ -22,6 +22,7 @@ ##' Type 11=%Relative information ##' ##' @import data.table +##' @export NMreadShk <- function(file,auto.ext,as.fun){ diff --git a/R/NMtransInp.R b/R/NMtransInp.R index b6f4733a..3ece959a 100644 --- a/R/NMtransInp.R +++ b/R/NMtransInp.R @@ -8,7 +8,7 @@ ##' @param recover.cols recover columns that were not used in the ##' NONMEM control stream? Default is TRUE. Can only be negative ##' when translate=FALSE. -##' @param Suppress warnings about data columns? +##' @param quiet Suppress warnings about data columns? ##' @return data with column names translated as specified by nonmem ##' control stream. Class same as for 'data' argument. Class ##' data.table. diff --git a/R/getArgs.R b/R/getArgs.R index 88795b8d..ef620a08 100644 --- a/R/getArgs.R +++ b/R/getArgs.R @@ -1,7 +1,12 @@ ##' Get provided arguments as a named list -##' @param which How many environment levels to go up to look for -##' arguments. -##' @return A named list +##' @param call Function call as provided by \code{sys.call()}. +##' @param env Environment in which to evaluate the arguments. +##' @return A named list of arguments and their values +##' @examples +##' afun <- function(){ +##' getArgs(sys.call(),parent.frame()) +##' } +##' afun() ##' @family arguments ##' @keywords internal From 50aeff0f099e53cf9166f2a0552b46ec3cfa89cf Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 15:19:04 -0400 Subject: [PATCH 26/33] documentation --- DESCRIPTION | 2 +- man/NMtransInp.Rd | 2 +- man/getArgs.Rd | 13 ++++++++++--- 3 files changed, 12 insertions(+), 5 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index c6660603..383be247 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: NMdata Type: Package Title: Preparation, Checking and Post-Processing Data for PK/PD Modeling -Version: 0.1.6.914 +Version: 0.1.6.915 Authors@R: c(person(given="Philip", family="Delff", email = "philip@delff.dk", diff --git a/man/NMtransInp.Rd b/man/NMtransInp.Rd index c37c9482..1e11b4fb 100644 --- a/man/NMtransInp.Rd +++ b/man/NMtransInp.Rd @@ -19,7 +19,7 @@ Nonmem code is still returned with the data.} NONMEM control stream? Default is TRUE. Can only be negative when translate=FALSE.} -\item{Suppress}{warnings about data columns?} +\item{quiet}{Suppress warnings about data columns?} } \value{ data with column names translated as specified by nonmem diff --git a/man/getArgs.Rd b/man/getArgs.Rd index 605cb468..a5801b91 100644 --- a/man/getArgs.Rd +++ b/man/getArgs.Rd @@ -7,15 +7,22 @@ getArgs(call, env) } \arguments{ -\item{which}{How many environment levels to go up to look for -arguments.} +\item{call}{Function call as provided by \code{sys.call()}.} + +\item{env}{Environment in which to evaluate the arguments.} } \value{ -A named list +A named list of arguments and their values } \description{ Get provided arguments as a named list } +\examples{ +afun <- function(){ +getArgs(sys.call(),parent.frame()) +} +afun() +} \seealso{ Other arguments: \code{\link{deprecatedArg}()} From edb524d8620dc6c2dee895e166fed9976b475e1b Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 15:21:11 -0400 Subject: [PATCH 27/33] test reference added --- tests/testthat/testReference/NMdataConf_02.rds | Bin 0 -> 366 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/testthat/testReference/NMdataConf_02.rds diff --git a/tests/testthat/testReference/NMdataConf_02.rds b/tests/testthat/testReference/NMdataConf_02.rds new file mode 100644 index 0000000000000000000000000000000000000000..a2af14274a20629c14810de456efe6be808a9536 GIT binary patch literal 366 zcmV-!0g?V6iwFP!000001AUTjPs1P(#wqQbt<#w7d+;5W_$N!8CdNeHGJ5TZ1tzdf zzr0FUSQyd0fF8eVxu?(FTZIt9sK_#e^FExqZR(%ct!uY3RG_kd61P=*uwMm^k|Rk4 z82<(Ku#%J*tGR5ACub|5HE0)o`zpn$DkzDsq8JSdvLAmz;V;0F22CFuWx*dxt#)J( z>7^LP*B}Qe@qZo3DVmP9DZ6`^-6sssZxS*Rs)jCwQmBnh;P~-r@iJfBCOCh7dQB_; z@fu2RgHNj|ON(6aX11lgqstCXIQ*XvIWya&ySc8-QTC`E(=Y>6w}v#@^*tyV$WHS^ zb1Jq1_D(Dphjua5k=}cj0vY<(1764J!SM(TZu_!(phQ$;+#@#^{&?OW<8;k6S({L> zYMAFv*SR MFT`n8A*ura0P;+#NB{r; literal 0 HcmV?d00001 From c5c58e5e16ef7047c99fb4c90dc1c524f6b66abe Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 15:49:15 -0400 Subject: [PATCH 28/33] adding NMrelate man --- man/NMrelate.Rd | 43 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 man/NMrelate.Rd diff --git a/man/NMrelate.Rd b/man/NMrelate.Rd new file mode 100644 index 00000000..79ace727 --- /dev/null +++ b/man/NMrelate.Rd @@ -0,0 +1,43 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/NMrelate.R +\name{NMrelate} +\alias{NMrelate} +\title{Relate parameter names and variables based on control stream code +sections.} +\usage{ +NMrelate(file, lines, modelname, par.type, col.model, sections, as.fun) +} +\arguments{ +\item{file}{Path to a control stream to process. See `lines` too.} + +\item{lines}{If the control stream has been read already, the text +can be provided here instead of using the `file` +argument. Character vector of text lines.} + +\item{modelname}{Either a model name (like "Base") or a function +that derives the model name from the control stream file +path. The default is dropping the file name extension on the +control stream file name.} + +\item{par.type}{Parameter type(s) to include. Default is all three +possible which is \code{c("THETA","OMEGA","SIGMA")}.} + +\item{col.model}{Name of the column containing the model name.} + +\item{as.fun}{The default is to return data as a data.frame. Pass +a function (say tibble::as_tibble) in as.fun to convert to +something else. If data.tables are wanted, use +as.fun="data.table". The default can be configured using +NMdataConf.} +} +\description{ +Relate parameter names and variables based on control stream code +sections. +} +\details{ +`NMrelate()` processes $PRED, $PK and $ERROR sections. It + does not read ext files or $THETA, $OMEGA, $SIGMA sections to + gain information but only extracts what it can from the model + code. You can then merge with information from functions such + as `NMreadExt()` and `NMreadParText()`. +} From 1689596b9212c426d4c3e486426eef4f149ae049 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 17:13:13 -0400 Subject: [PATCH 29/33] documentation --- R/NMrelate.R | 2 ++ man/NMrelate.Rd | 3 +++ 2 files changed, 5 insertions(+) diff --git a/R/NMrelate.R b/R/NMrelate.R index b8267392..622a8dfc 100644 --- a/R/NMrelate.R +++ b/R/NMrelate.R @@ -11,6 +11,8 @@ ##' path. The default is dropping the file name extension on the ##' control stream file name. ##' @param col.model Name of the column containing the model name. +##' @param sections Sections of the control stream to +##' consider. Default is all of \code{c("PRED","PK","ERROR")}. ##' @param as.fun The default is to return data as a data.frame. Pass ##' a function (say tibble::as_tibble) in as.fun to convert to ##' something else. If data.tables are wanted, use diff --git a/man/NMrelate.Rd b/man/NMrelate.Rd index 79ace727..3bfaaa58 100644 --- a/man/NMrelate.Rd +++ b/man/NMrelate.Rd @@ -24,6 +24,9 @@ possible which is \code{c("THETA","OMEGA","SIGMA")}.} \item{col.model}{Name of the column containing the model name.} +\item{sections}{Sections of the control stream to +consider. Default is all of \code{c("PRED","PK","ERROR")}.} + \item{as.fun}{The default is to return data as a data.frame. Pass a function (say tibble::as_tibble) in as.fun to convert to something else. If data.tables are wanted, use From 8f0345d55692f3247db160c69d51a5ae3da3355b Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 17:24:05 -0400 Subject: [PATCH 30/33] documentation --- R/getArgs.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/getArgs.R b/R/getArgs.R index ef620a08..a662fd86 100644 --- a/R/getArgs.R +++ b/R/getArgs.R @@ -4,7 +4,7 @@ ##' @return A named list of arguments and their values ##' @examples ##' afun <- function(){ -##' getArgs(sys.call(),parent.frame()) +##' NMdata:::getArgs(sys.call(),parent.frame()) ##' } ##' afun() ##' @family arguments From e1e3f57a3f5b9f2f192ed9abc432149b03bd3de9 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 17:24:20 -0400 Subject: [PATCH 31/33] documentation2 --- man/getArgs.Rd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/man/getArgs.Rd b/man/getArgs.Rd index a5801b91..71a4f6a6 100644 --- a/man/getArgs.Rd +++ b/man/getArgs.Rd @@ -19,7 +19,7 @@ Get provided arguments as a named list } \examples{ afun <- function(){ -getArgs(sys.call(),parent.frame()) +NMdata:::getArgs(sys.call(),parent.frame()) } afun() } From 2695963c7745771a0f2dd777cb2aa8c6b9b42c05 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 18:11:41 -0400 Subject: [PATCH 32/33] incl NMrelate in pkgdown --- _pkgdown.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/_pkgdown.yml b/_pkgdown.yml index f60acc3f..f14c4189 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -79,6 +79,7 @@ reference: - NMreadShk - NMreadTab - NMreadParsText + - NMrelate - NMinfo - addOmegaCorr - title: Checking and Debugging From f95758626f088df9871a837e5b0caecfea0fb990 Mon Sep 17 00:00:00 2001 From: Philip Delff Date: Mon, 12 Aug 2024 20:07:45 -0400 Subject: [PATCH 33/33] adding an ext file --- .gitignore | 1 - inst/examples/nonmem/xgxr132.ext | 148 +++++++++++++++++++++++++++++++ 2 files changed, 148 insertions(+), 1 deletion(-) create mode 100644 inst/examples/nonmem/xgxr132.ext diff --git a/.gitignore b/.gitignore index e70f568e..94c4ab54 100644 --- a/.gitignore +++ b/.gitignore @@ -55,7 +55,6 @@ vignettes/*\.R inst/examples/nonmem/modelfit_dir* inst/examples/nonmem/trashed_* inst/examples/nonmem/backup_* -inst/examples/nonmem/*\.ext inst/examples/nonmem/*\.phi inst/examples/nonmem/xgxr001dir/backup_* tests_manual/testthat/testOutput diff --git a/inst/examples/nonmem/xgxr132.ext b/inst/examples/nonmem/xgxr132.ext new file mode 100644 index 00000000..2977e81b --- /dev/null +++ b/inst/examples/nonmem/xgxr132.ext @@ -0,0 +1,148 @@ +TABLE NO. 1: Stochastic Approximation Expectation-Maximization: Goal Function=FINAL VALUE OF LIKELIHOOD FUNCTION: Problem=1 Subproblem=0 Superproblem1=0 Iteration1=0 Superproblem2=0 Iteration2=0 + ITERATION THETA1 THETA2 THETA3 THETA4 THETA5 THETA6 SIGMA(1,1) SIGMA(2,1) SIGMA(2,2) OMEGA(1,1) OMEGA(2,1) OMEGA(2,2) OMEGA(3,1) OMEGA(3,2) OMEGA(3,3) OMEGA(4,1) OMEGA(4,2) OMEGA(4,3) OMEGA(4,4) OMEGA(5,1) OMEGA(5,2) OMEGA(5,3) OMEGA(5,4) 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