From 01cbf8b4061370b58f9a14c6e3dbf364114c234a Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Fri, 15 Mar 2024 08:02:35 +0000 Subject: [PATCH 01/34] add binary-helper.R --- R/binary-helper.R | 86 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 86 insertions(+) create mode 100644 R/binary-helper.R diff --git a/R/binary-helper.R b/R/binary-helper.R new file mode 100644 index 00000000..5bffbc1c --- /dev/null +++ b/R/binary-helper.R @@ -0,0 +1,86 @@ +#' Helper funciton: create pseudo IPD given AgD binary +#' +#' @param binary_agd +#' @param format +#' +#' @details +#' Additional details... +#' +#' @return a data.frame of pseudo binary IPD, with columns USUBJID, ARM, RESPONSE +#' @export +#' +#' @examples +get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked", "brief")) { + # pre check + if (format == "stacked") { + if (!is.data.frame(binary_agd)) stop("stacked binary_agd should be data.frame with columns 'ARM', 'RESPONSE', 'COUNT'") + names(binary_agd) <- toupper(names(binary_agd)) + if (!all(c("ARM", "RESPONSE", "COUNT") %in% names(binary_agd))) stop("stacked binary_agd should be data.frame with columns 'ARM', 'Response', 'Count'") + if (!is.logical(binary_agd$RESPONSE) & all(toupper(binary_agd$RESPONSE) %in% c("YES", "NO"))) stop("'RESPONSE' column in stacked binary_agd should be either logical vector or character vector of 'Yes' and 'No'") + if (nrow(binary_agd) %% 2 != 0) stop("nrow(binary_agd) is not even number, you may miss to provide 1 level of binary response to certain arm") + } else if (format == "unstacked") { + if (!(is.data.frame(binary_agd) | is.matrix(binary_agd))) stop("unstacked binary_agd should be either a 2x2 data frame or matrix") + if (!identical(dim(binary_agd), c(2, 2))) stop("unstacked binary_agd should be either a 2x2 data frame or matrix") + bin_res <- toupper(colnames(binary_agd)) + bin_res <- sort(bin_res) + if (!(identical(bin_res, c("FALSE", "TRUE")) | identical(bin_res, c("NO", "YES")))) stop("column names of unstacked binary_agd should be either TRUE/FALSE or Yes/No") + } else if (format == "brief") { + if (!is.list(binary_agd)) stop("brief binary_agd should be a R list including 'total' sample size") + if (!"total" %in% names(binary_agd)) stop("brief binary_agd should be a R list including 'total' sample size") + } + + # pre process binary_agd, depending on format + use_binary_agd <- switch(format, + "stacked" = { + names(binary_agd) <- toupper(names(binary_agd)) + if (!is.logical(binary_agd$RESPONSE)) { + binary_agd$RESPONSE <- toupper(binary_agd$RESPONSE) + binary_agd$RESPONSE <- binary_agd$RESPONSE == "YES" + } + binary_agd + }, + "unstacked" = { + trt_names <- rownames(binary_agd) + bin_res <- toupper(colnames(binary_agd)) + if ("YES" %in% bin_res) { + bin_res <- ifelse(bin_res == "YES", "TRUE", "FALSE") + colnames(binary_agd) <- bin_res + } + tmpout <- utils::stack(binary_agd) + tmpout <- cbind(ARM = rep(trt_names, each = 2), tmpout) + names(tmpout) <- c("ARM", "COUNT", "RESPONSE") + rownames(tmpout) <- NULL + tmpout$RESPONSE <- as.logical(tmpout$RESPONSE) + tmpout + }, + "brief" = { + nr_arms <- length(brief) - 1 + tmpout <- data.frame( + ARM = rep(setdiff(names(brief), "total"), each = 2), + RESPONSE = rep(c(TRUE, FALSE), nr_arms), + COUNT = NA + ) + tmpout$COUNT <- unlist(brief[tmpout$ARM]) + tmpout + } + ) + + # create IPD + use_binary_agd$ARM <- factor(use_binary_agd$ARM, levels = unique(use_binary_agd$ARM)) + n_per_arm <- tapply(use_binary_agd$COUNT, use_binary_agd$ARM, sum) + n_yes_per_arm <- use_binary_agd$COUNT[use_binary_agd$RESPONSE] # use_binary_agd is already ordered as per factor ARM + + tmpipd <- data.frame( + USUBJID = NA, + ARM = mapply(rep, x = levels(use_binary_agd$ARM), each = n_per_arm), + RESPONSE = unlist( + lapply(seq(n_per_arm), function(ii) { + c(rep(TRUE, n_yes_per_arm[ii]), rep(FALSE, n_per_arm[ii] - n_yes_per_arm[ii])) + }) + ) + ) + tmpipd$USUBJID <- paste0("pseudo_binary_subj_", 1:nrow(tmpipd)) + + # output + tmpipd +} From f42919c66bcc2f023b442babfa8ac9d184b10e49 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Fri, 15 Mar 2024 08:47:45 +0000 Subject: [PATCH 02/34] tempo update --- R/maic_unanchored.R | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 0f8cd437..04246cf3 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -112,14 +112,21 @@ maic_unanchored <- function(weights_object, inferential = list() ) - # prepare ipd and agd data for analysis, part 1/2 + # prepare ipd and agd data for analysis + + #: subset ipd, retain only ipd from interested trts ipd <- ipd[ipd$ARM == trt_ipd, , drop = TRUE] pseudo_ipd <- pseudo_ipd[pseudo_ipd$ARM == trt_agd, , drop = TRUE] + + #: assign weights to real and pseudo ipd ipd$weights <- weights_object$data$weights[match(weights_object$data$USUBJID, ipd$USUBJID)] pseudo_ipd$weights <- 1 + + #: necessary formatting for pseudo ipd if (!"USUBJID" %in% names(pseudo_ipd)) pseudo_ipd$USUBJID <- paste0("ID", seq_len(nrow(pseudo_ipd))) + if ("RESPONSE" %in% names(pseudo_ipd) && is.logical(pseudo_ipd$RESPONSE)) pseudo_ipd$RESPONSE <- as.numeric(pseudo_ipd$RESPONSE) - # give warning when individual pts in IPD has no weights + #: give warning when individual pts in IPD has no weights if (any(is.na(ipd$weights))) { ipd <- ipd[!is.na(ipd$weights), , drop = FALSE] warning( @@ -131,7 +138,7 @@ maic_unanchored <- function(weights_object, if (nrow(ipd) == 0) stop("there is no pts with weight in IPD!!") } - # prepare ipd and agd data for analysis, part 2/2 + #: retain necessary columns if (endpoint_type == "tte") { retain_cols <- c("USUBJID", "ARM", "TIME", "EVENT", "weights") } else { @@ -139,10 +146,12 @@ maic_unanchored <- function(weights_object, } ipd <- ipd[, retain_cols, drop = FALSE] pseudo_ipd <- pseudo_ipd[, retain_cols, drop = FALSE] + + #: merge real and pseudo ipds dat <- rbind(ipd, pseudo_ipd) dat$ARM <- factor(dat$ARM, levels = c(trt_agd, trt_ipd)) - # ==> Inferential output ------------------------------------------ + # ==> Output for TTE ------------------------------------------ if (endpoint_type == "tte") { # Analysis table (Cox model) before and after matching, incl Median Survival Time # derive km w and w/o weights @@ -230,6 +239,10 @@ maic_unanchored <- function(weights_object, tmp_report_table ) } + + # ==> Output for Binary ------------------------------------------ + }else if(endpoint_type == "binary"){ + } # output From b57bcd39c2b604260b695752b0b8e1ab5b91fb93 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Fri, 15 Mar 2024 08:57:42 +0000 Subject: [PATCH 03/34] update --- R/binary-helper.R | 17 ++--------------- 1 file changed, 2 insertions(+), 15 deletions(-) diff --git a/R/binary-helper.R b/R/binary-helper.R index 5bffbc1c..be2f7cc9 100644 --- a/R/binary-helper.R +++ b/R/binary-helper.R @@ -10,7 +10,7 @@ #' @export #' #' @examples -get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked", "brief")) { +get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked")) { # pre check if (format == "stacked") { if (!is.data.frame(binary_agd)) stop("stacked binary_agd should be data.frame with columns 'ARM', 'RESPONSE', 'COUNT'") @@ -24,9 +24,6 @@ get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked", bin_res <- toupper(colnames(binary_agd)) bin_res <- sort(bin_res) if (!(identical(bin_res, c("FALSE", "TRUE")) | identical(bin_res, c("NO", "YES")))) stop("column names of unstacked binary_agd should be either TRUE/FALSE or Yes/No") - } else if (format == "brief") { - if (!is.list(binary_agd)) stop("brief binary_agd should be a R list including 'total' sample size") - if (!"total" %in% names(binary_agd)) stop("brief binary_agd should be a R list including 'total' sample size") } # pre process binary_agd, depending on format @@ -52,20 +49,10 @@ get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked", rownames(tmpout) <- NULL tmpout$RESPONSE <- as.logical(tmpout$RESPONSE) tmpout - }, - "brief" = { - nr_arms <- length(brief) - 1 - tmpout <- data.frame( - ARM = rep(setdiff(names(brief), "total"), each = 2), - RESPONSE = rep(c(TRUE, FALSE), nr_arms), - COUNT = NA - ) - tmpout$COUNT <- unlist(brief[tmpout$ARM]) - tmpout } ) - # create IPD + # create pseudo binary IPD use_binary_agd$ARM <- factor(use_binary_agd$ARM, levels = unique(use_binary_agd$ARM)) n_per_arm <- tapply(use_binary_agd$COUNT, use_binary_agd$ARM, sum) n_yes_per_arm <- use_binary_agd$COUNT[use_binary_agd$RESPONSE] # use_binary_agd is already ordered as per factor ARM From 6c0159192bc7eae5ff1cc3c9f700dcdaf509a208 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Fri, 12 Apr 2024 07:01:01 +0000 Subject: [PATCH 04/34] reformat as anchored wrapper function and add in binary initial script --- R/maic_unanchored.R | 255 +++++++++++++++++++++++++++++--------------- 1 file changed, 167 insertions(+), 88 deletions(-) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 04246cf3..f9701814 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -19,6 +19,7 @@ #' @param time_scale a string, time unit of median survival time, taking a value of 'years', 'months', 'weeks' or #' 'days'. NOTE: it is assumed that values in TIME column of \code{ipd} and \code{pseudo_ipd} is in the unit of days #' @param km_conf_type a string, pass to \code{conf.type} of \code{survfit} +#' @param binary_robust_cov_type a string to pass to argument "type" of \link[clubSandwich]{vcovCR}, see viable options in the documentation of that function. Default is "CR2" #' #' @details For time-to-event analysis, it is required that input \code{ipd} and \code{pseudo_ipd} to have the following #' columns. This function is not sensitive to upper or lower case of letters in column names. @@ -43,11 +44,28 @@ maic_unanchored <- function(weights_object, trt_var_agd = "ARM", endpoint_type = "tte", endpoint_name = "Time to Event Endpoint", - eff_measure = c("HR", "OR", "RR", "RD", "Diff"), + eff_measure = c("HR", "OR", "RR", "RD"), # time to event specific args time_scale = "months", - km_conf_type = "log-log") { - # ==> Setup and Precheck ------------------------------------------ + km_conf_type = "log-log", + # binary specific args + binary_robust_cov_type = "CR2") { + # ==> Initial Setup ------------------------------------------ + # ~~~ Create the hull for the output from this function + res <- list( + descriptive = list(), + inferential = list() + ) + + res_AB <- list( + est = NA, + se = NA, + ci_l = NA, + ci_u = NA, + pval = NA + ) + + # ~~~ Initial colname process and precheck on effect measure names(ipd) <- toupper(names(ipd)) names(pseudo_ipd) <- toupper(names(pseudo_ipd)) trt_var_ipd <- toupper(trt_var_ipd) @@ -56,7 +74,7 @@ maic_unanchored <- function(weights_object, if (length(eff_measure) > 1) eff_measure <- NULL if (is.null(eff_measure)) eff_measure <- list(binary = "OR", tte = "HR")[[endpoint_type]] - # setup ARM column and precheck + # ~~~ Setup ARM column and make related pre-checks if (!trt_var_ipd %in% names(ipd)) stop("cannot find arm indicator column trt_var_ipd in ipd") if (!trt_var_agd %in% names(pseudo_ipd)) stop("cannot find arm indicator column trt_var_agd in pseudo_ipd") if (trt_var_ipd != "ARM") ipd$ARM <- ipd[[trt_var_ipd]] @@ -66,7 +84,7 @@ maic_unanchored <- function(weights_object, if (!trt_ipd %in% ipd$ARM) stop("trt_ipd does not exist in ipd$ARM") if (!trt_agd %in% pseudo_ipd$ARM) stop("trt_agd does not exist in pseudo_ipd$ARM") - # more pre-checks + # ~~~ More pre-checks endpoint_type <- match.arg(endpoint_type, c("binary", "tte")) if (!"maicplus_estimate_weights" %in% class(weights_object)) { stop("weights_object should be an object returned by estimate_weights") @@ -88,6 +106,10 @@ maic_unanchored <- function(weights_object, if (any(!c("USUBJID", "RESPONSE") %in% names(ipd))) stop("ipd should have 'USUBJID', 'RESPONSE' columns at minimum") eff_measure <- match.arg(eff_measure, choices = c("OR", "RD", "RR"), several.ok = FALSE) + if (!"family" %in% class(glm_link)) { + stop("glm_link should be family object, see family argument of glm()") + } + # !! add a check of binary_robust_cov_type } else if (endpoint_type == "tte") { # for time to event effect measure if (!all(c("USUBJID", "TIME", "EVENT", trt_var_ipd) %in% names(ipd))) { @@ -98,35 +120,21 @@ maic_unanchored <- function(weights_object, } eff_measure <- match.arg(eff_measure, choices = c("HR"), several.ok = FALSE) } - # else { # for continuous effect measure - # - # if (any(!c("USUBJID", "RESPONSE") %in% names(ipd))) { - # stop("ipd should have 'USUBJID', 'RESPONSE' columns at minimum") - # } - # eff_measure <- match.arg(eff_measure, choices = c("Diff"), several.ok = FALSE) - # } - - # create the hull for the output from this function - res <- list( - descriptive = list(), - inferential = list() - ) - # prepare ipd and agd data for analysis - - #: subset ipd, retain only ipd from interested trts + # ==> IPD and AgD data preparation ------------------------------------------ + # : subset ipd, retain only ipd from interested trts ipd <- ipd[ipd$ARM == trt_ipd, , drop = TRUE] pseudo_ipd <- pseudo_ipd[pseudo_ipd$ARM == trt_agd, , drop = TRUE] - #: assign weights to real and pseudo ipd + # : assign weights to real and pseudo ipd ipd$weights <- weights_object$data$weights[match(weights_object$data$USUBJID, ipd$USUBJID)] pseudo_ipd$weights <- 1 - #: necessary formatting for pseudo ipd + # : necessary formatting for pseudo ipd if (!"USUBJID" %in% names(pseudo_ipd)) pseudo_ipd$USUBJID <- paste0("ID", seq_len(nrow(pseudo_ipd))) - if ("RESPONSE" %in% names(pseudo_ipd) && is.logical(pseudo_ipd$RESPONSE)) pseudo_ipd$RESPONSE <- as.numeric(pseudo_ipd$RESPONSE) + if ("RESPONSE" %in% names(pseudo_ipd) && is.logical(pseudo_ipd$RESPONSE)) pseudo_ipd$RESPONSE <- as.numeric(pseudo_ipd$RESPONSE) - #: give warning when individual pts in IPD has no weights + # : give warning when individual pts in IPD has no weights if (any(is.na(ipd$weights))) { ipd <- ipd[!is.na(ipd$weights), , drop = FALSE] warning( @@ -138,7 +146,7 @@ maic_unanchored <- function(weights_object, if (nrow(ipd) == 0) stop("there is no pts with weight in IPD!!") } - #: retain necessary columns + # : retain necessary columns if (endpoint_type == "tte") { retain_cols <- c("USUBJID", "ARM", "TIME", "EVENT", "weights") } else { @@ -147,41 +155,49 @@ maic_unanchored <- function(weights_object, ipd <- ipd[, retain_cols, drop = FALSE] pseudo_ipd <- pseudo_ipd[, retain_cols, drop = FALSE] - #: merge real and pseudo ipds + # : merge real and pseudo ipds dat <- rbind(ipd, pseudo_ipd) dat$ARM <- factor(dat$ARM, levels = c(trt_agd, trt_ipd)) - # ==> Output for TTE ------------------------------------------ - if (endpoint_type == "tte") { - # Analysis table (Cox model) before and after matching, incl Median Survival Time - # derive km w and w/o weights - kmobj_dat <- survfit(Surv(TIME, EVENT) ~ ARM, dat, conf.type = km_conf_type) - kmobj_dat_adj <- survfit(Surv(TIME, EVENT) ~ ARM, dat, weights = dat$weights, conf.type = km_conf_type) - res$descriptive[["survfit_before"]] <- survfit_makeup(kmobj_dat) - res$descriptive[["survfit_after"]] <- survfit_makeup(kmobj_dat_adj) - # derive median survival time - medSurv_dat <- medSurv_makeup(kmobj_dat, legend = "Before matching", time_scale = time_scale) - medSurv_dat_adj <- medSurv_makeup(kmobj_dat_adj, legend = "After matching", time_scale = time_scale) - medSurv_out <- rbind(medSurv_dat, medSurv_dat_adj) - - res$inferential[["report_median_surv"]] <- medSurv_out - - # fit PH Cox regression model - coxobj_dat <- coxph(Surv(TIME, EVENT) ~ ARM, dat, robust = TRUE) - coxobj_dat_adj <- coxph(Surv(TIME, EVENT) ~ ARM, dat, weights = weights, robust = TRUE) - - res$inferential[["coxph_before"]] <- coxobj_dat - res$inferential[["coxph_after"]] <- coxobj_dat_adj - - # derive ipd exp arm vs agd exp arm via bucher - res_AB <- list( - est = NA, - se = NA, - ci_l = NA, - ci_u = NA, - pval = NA + # ==> Inferential output ------------------------------------------ + + result <- if (endpoint_type == "tte") { + maic_unanchored_tte(res, res_AB, dat, km_conf_type, time_scale, weights_object, endpoint_name, trt_ipd, trt_agd) + } else if (endpoint_type == "binary") { + # ~~~ Analysis table + # : set up proper link + glm_link <- switch(eff_measure, + "RD" = poisson(link = "identity"), + "RR" = poisson(link = "log"), + "OR" = binomial(link = "logit") + ) + + # : fit glm for binary outcome and robust estimate with weights + binobj_dat <- glm(RESPONSE ~ ARM, dat, family = glm_link) + binobj_dat_adj <- glm(RESPONSE ~ ARM, dat, weights = weights, family = glm_link) + bin_robust_cov <- clubSandwich::vcovCR(binobj_dat_adj, + cluster = dat$USUBJID, + type = binary_robust_cov_type + ) + bin_robust_coef <- clubSandwich::conf_int(binobj_dat_adj, bin_robust_cov, coef = 2) + + res$inferential[["model_before"]] <- binobj_dat + res$inferential[["model_after"]] <- binobj_dat_adj + + list( + mod = summary(mod), + est = coef_res$beta * 100, + ci_l = round(coef_res$CI_L * 100, 2), + ci_u = round(coef_res$CI_U * 100, 2), + se = coef_res$SE * 100 ) - res_AB$est <- summary(coxobj_dat_adj)$conf.int[1] + + res_AB$est <- bin_robust_coef$beta + if (eff_measure %in% c("RR", "OR")) { + res_AB$est <- exp(res_AB$est) + } else if (eff_measure == "RD") { + res_AB$est <- res_AB$est * 100 + } mu <- summary(coxobj_dat_adj)$coef[1] sig <- summary(coxobj_dat_adj)$coef[4] res_AB$se <- sqrt((exp(sig^2) - 1) * exp(2 * mu + sig^2)) # log normal parameterization @@ -189,7 +205,7 @@ maic_unanchored <- function(weights_object, res_AB$ci_u <- summary(coxobj_dat_adj)$conf.int[4] res_AB$pval <- summary(coxobj_dat_adj)$coef[6] - # get bootstrapped estimates if applicable + # : get bootstrapped estimates if applicable if (!is.null(weights_object$boot)) { tmp_boot_obj <- weights_object$boot k <- dim(tmp_boot_obj)[3] @@ -211,40 +227,103 @@ maic_unanchored <- function(weights_object, } else { res$inferential[["boot_est"]] <- NULL } + } else { + stop("Endpoint type ", endpoint_type, " currently unsupported.") + } - # make analysis report table - res$inferential[["report_overall_robustCI"]] <- rbind( - report_table(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), - report_table(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) - ) + # output + result +} - if (is.null(res$inferential[["boot_est"]])) { - res$inferential[["report_overall_bootCI"]] <- NULL - } else { - boot_res_AB <- res_AB - boot_logres_se <- sd(log(res$inferential[["boot_est"]]), na.rm = TRUE) - boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) - boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) - # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) - # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) - - tmp_report_table <- report_table(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) - tmp_report_table$`HR[95% CI]`[1] <- paste0( - format(round(boot_res_AB$est, 2), nsmall = 2), "[", - format(round(boot_res_AB$ci_l, 2), nsmall = 2), ";", - format(round(boot_res_AB$ci_u, 2), nsmall = 2), "]" - ) - res$inferential[["report_overall_bootCI"]] <- rbind( - report_table(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), - tmp_report_table - ) - } +# MAIC inference functions by outcome type ------------ + +maic_unanchored_tte <- function(res, + res_AB, + dat, + km_conf_type, + time_scale, + weights_object, + endpoint_name, + trt_ipd, + trt_agd) { + # ~~~ Descriptive table before and after matching + # : derive km w and w/o weights + kmobj_dat <- survfit(Surv(TIME, EVENT) ~ ARM, dat, conf.type = km_conf_type) + kmobj_dat_adj <- survfit(Surv(TIME, EVENT) ~ ARM, dat, weights = dat$weights, conf.type = km_conf_type) + res$descriptive[["survfit_before"]] <- survfit_makeup(kmobj_dat) + res$descriptive[["survfit_after"]] <- survfit_makeup(kmobj_dat_adj) + # : derive median survival time + medSurv_dat <- medSurv_makeup(kmobj_dat, legend = "Before matching", time_scale = time_scale) + medSurv_dat_adj <- medSurv_makeup(kmobj_dat_adj, legend = "After matching", time_scale = time_scale) + medSurv_out <- rbind(medSurv_dat, medSurv_dat_adj) + + res$inferential[["report_median_surv"]] <- medSurv_out + + # ~~~ Analysis table (Cox model) before and after matching + # : fit PH Cox regression model + coxobj_dat <- coxph(Surv(TIME, EVENT) ~ ARM, dat, robust = TRUE) + coxobj_dat_adj <- coxph(Surv(TIME, EVENT) ~ ARM, dat, weights = weights, robust = TRUE) + + res$inferential[["coxph_before"]] <- coxobj_dat + res$inferential[["coxph_after"]] <- coxobj_dat_adj - # ==> Output for Binary ------------------------------------------ - }else if(endpoint_type == "binary"){ + # : derive ipd exp arm vs agd exp arm via bucher + res_AB$est <- summary(coxobj_dat_adj)$conf.int[1] + mu <- summary(coxobj_dat_adj)$coef[1] + sig <- summary(coxobj_dat_adj)$coef[4] + res_AB$se <- sqrt((exp(sig^2) - 1) * exp(2 * mu + sig^2)) # log normal parameterization + res_AB$ci_l <- summary(coxobj_dat_adj)$conf.int[3] + res_AB$ci_u <- summary(coxobj_dat_adj)$conf.int[4] + res_AB$pval <- summary(coxobj_dat_adj)$coef[6] + # : get bootstrapped estimates if applicable + if (!is.null(weights_object$boot)) { + tmp_boot_obj <- weights_object$boot + k <- dim(tmp_boot_obj)[3] + tmp_boot_est <- sapply(1:k, function(ii) { + boot_x <- tmp_boot_obj[, , ii] + boot_ipd_id <- weights_object$data$USUBJID[boot_x[, 1]] + boot_ipd <- ipd[match(boot_ipd_id, ipd$USUBJID), , drop = FALSE] + boot_ipd$weights <- boot_x[, 2] + + boot_dat <- rbind(boot_ipd, pseudo_ipd) + boot_dat$ARM <- factor(boot_dat$ARM, levels = c(trt_agd, trt_ipd)) + + # does not matter use robust se or not, point estimate will not change and calculation would be faster + boot_coxobj_dat_adj <- coxph(Surv(TIME, EVENT) ~ ARM, boot_dat, weights = weights) + boot_AB_est <- summary(boot_coxobj_dat_adj)$coef[1] + exp(boot_AB_est) + }) + res$inferential[["boot_est"]] <- tmp_boot_est + } else { + res$inferential[["boot_est"]] <- NULL } - # output - res + # : make analysis report table + res$inferential[["report_overall_robustCI"]] <- rbind( + report_table(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), + report_table(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) + ) + + if (is.null(res$inferential[["boot_est"]])) { + res$inferential[["report_overall_bootCI"]] <- NULL + } else { + boot_res_AB <- res_AB + boot_logres_se <- sd(log(res$inferential[["boot_est"]]), na.rm = TRUE) + boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) + boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) + # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) + # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) + + tmp_report_table <- report_table(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) + tmp_report_table$`HR[95% CI]`[1] <- paste0( + format(round(boot_res_AB$est, 2), nsmall = 2), "[", + format(round(boot_res_AB$ci_l, 2), nsmall = 2), ";", + format(round(boot_res_AB$ci_u, 2), nsmall = 2), "]" + ) + res$inferential[["report_overall_bootCI"]] <- rbind( + report_table(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), + tmp_report_table + ) + } } From e0bcd19033b27f905f606c9fe32224c75a37b38e Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Fri, 12 Apr 2024 07:03:58 +0000 Subject: [PATCH 05/34] separate binary inferential part to a separate function --- R/maic_unanchored.R | 153 ++++++++++++++++++++++++++------------------ 1 file changed, 89 insertions(+), 64 deletions(-) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index f9701814..3bd22445 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -164,69 +164,7 @@ maic_unanchored <- function(weights_object, result <- if (endpoint_type == "tte") { maic_unanchored_tte(res, res_AB, dat, km_conf_type, time_scale, weights_object, endpoint_name, trt_ipd, trt_agd) } else if (endpoint_type == "binary") { - # ~~~ Analysis table - # : set up proper link - glm_link <- switch(eff_measure, - "RD" = poisson(link = "identity"), - "RR" = poisson(link = "log"), - "OR" = binomial(link = "logit") - ) - - # : fit glm for binary outcome and robust estimate with weights - binobj_dat <- glm(RESPONSE ~ ARM, dat, family = glm_link) - binobj_dat_adj <- glm(RESPONSE ~ ARM, dat, weights = weights, family = glm_link) - bin_robust_cov <- clubSandwich::vcovCR(binobj_dat_adj, - cluster = dat$USUBJID, - type = binary_robust_cov_type - ) - bin_robust_coef <- clubSandwich::conf_int(binobj_dat_adj, bin_robust_cov, coef = 2) - - res$inferential[["model_before"]] <- binobj_dat - res$inferential[["model_after"]] <- binobj_dat_adj - - list( - mod = summary(mod), - est = coef_res$beta * 100, - ci_l = round(coef_res$CI_L * 100, 2), - ci_u = round(coef_res$CI_U * 100, 2), - se = coef_res$SE * 100 - ) - - res_AB$est <- bin_robust_coef$beta - if (eff_measure %in% c("RR", "OR")) { - res_AB$est <- exp(res_AB$est) - } else if (eff_measure == "RD") { - res_AB$est <- res_AB$est * 100 - } - mu <- summary(coxobj_dat_adj)$coef[1] - sig <- summary(coxobj_dat_adj)$coef[4] - res_AB$se <- sqrt((exp(sig^2) - 1) * exp(2 * mu + sig^2)) # log normal parameterization - res_AB$ci_l <- summary(coxobj_dat_adj)$conf.int[3] - res_AB$ci_u <- summary(coxobj_dat_adj)$conf.int[4] - res_AB$pval <- summary(coxobj_dat_adj)$coef[6] - - # : get bootstrapped estimates if applicable - if (!is.null(weights_object$boot)) { - tmp_boot_obj <- weights_object$boot - k <- dim(tmp_boot_obj)[3] - tmp_boot_est <- sapply(1:k, function(ii) { - boot_x <- tmp_boot_obj[, , ii] - boot_ipd_id <- weights_object$data$USUBJID[boot_x[, 1]] - boot_ipd <- ipd[match(boot_ipd_id, ipd$USUBJID), , drop = FALSE] - boot_ipd$weights <- boot_x[, 2] - - boot_dat <- rbind(boot_ipd, pseudo_ipd) - boot_dat$ARM <- factor(boot_dat$ARM, levels = c(trt_agd, trt_ipd)) - - # does not matter use robust se or not, point estimate will not change and calculation would be faster - boot_coxobj_dat_adj <- coxph(Surv(TIME, EVENT) ~ ARM, boot_dat, weights = weights) - boot_AB_est <- summary(boot_coxobj_dat_adj)$coef[1] - exp(boot_AB_est) - }) - res$inferential[["boot_est"]] <- tmp_boot_est - } else { - res$inferential[["boot_est"]] <- NULL - } + maic_unanchored_binary(res, res_AB, dat, weights_object, endpoint_name, trt_ipd, trt_agd) } else { stop("Endpoint type ", endpoint_type, " currently unsupported.") } @@ -235,7 +173,7 @@ maic_unanchored <- function(weights_object, result } -# MAIC inference functions by outcome type ------------ +# MAIC inference functions for TTE outcome type ------------ maic_unanchored_tte <- function(res, res_AB, @@ -327,3 +265,90 @@ maic_unanchored_tte <- function(res, ) } } + +# MAIC inference functions for Binary outcome type ------------ + +maic_unanchored_binary <- function(res, + res_AB, + dat, + weights_object, + endpoint_name, + trt_ipd, + trt_agd) { + # ~~~ Analysis table + # : set up proper link + glm_link <- switch(eff_measure, + "RD" = poisson(link = "identity"), + "RR" = poisson(link = "log"), + "OR" = binomial(link = "logit") + ) + + # : fit glm for binary outcome and robust estimate with weights + binobj_dat <- glm(RESPONSE ~ ARM, dat, family = glm_link) + binobj_dat_adj <- glm(RESPONSE ~ ARM, dat, weights = weights, family = glm_link) + bin_robust_cov <- clubSandwich::vcovCR(binobj_dat_adj, + cluster = dat$USUBJID, + type = binary_robust_cov_type + ) + bin_robust_coef <- clubSandwich::conf_int(binobj_dat_adj, bin_robust_cov, coef = 2) + + res$inferential[["model_before"]] <- binobj_dat + res$inferential[["model_after"]] <- binobj_dat_adj + + list( + mod = summary(mod), + est = coef_res$beta * 100, + ci_l = round(coef_res$CI_L * 100, 2), + ci_u = round(coef_res$CI_U * 100, 2), + se = coef_res$SE * 100 + ) + + res_AB$est <- bin_robust_coef$beta + if (eff_measure %in% c("RR", "OR")) { + res_AB$est <- exp(res_AB$est) + } else if (eff_measure == "RD") { + res_AB$est <- res_AB$est * 100 + } + mu <- summary(coxobj_dat_adj)$coef[1] + sig <- summary(coxobj_dat_adj)$coef[4] + res_AB$se <- sqrt((exp(sig^2) - 1) * exp(2 * mu + sig^2)) # log normal parameterization + res_AB$ci_l <- summary(coxobj_dat_adj)$conf.int[3] + res_AB$ci_u <- summary(coxobj_dat_adj)$conf.int[4] + res_AB$pval <- summary(coxobj_dat_adj)$coef[6] + + # : get bootstrapped estimates if applicable + if (!is.null(weights_object$boot)) { + tmp_boot_obj <- weights_object$boot + k <- dim(tmp_boot_obj)[3] + tmp_boot_est <- sapply(1:k, function(ii) { + boot_x <- tmp_boot_obj[, , ii] + boot_ipd_id <- weights_object$data$USUBJID[boot_x[, 1]] + boot_ipd <- ipd[match(boot_ipd_id, ipd$USUBJID), , drop = FALSE] + boot_ipd$weights <- boot_x[, 2] + + boot_dat <- rbind(boot_ipd, pseudo_ipd) + boot_dat$ARM <- factor(boot_dat$ARM, levels = c(trt_agd, trt_ipd)) + + # does not matter use robust se or not, point estimate will not change and calculation would be faster + boot_coxobj_dat_adj <- coxph(Surv(TIME, EVENT) ~ ARM, boot_dat, weights = weights) + boot_AB_est <- summary(boot_coxobj_dat_adj)$coef[1] + exp(boot_AB_est) + }) + res$inferential[["boot_est"]] <- tmp_boot_est + } else { + res$inferential[["boot_est"]] <- NULL + } +} + + + + + + + + + + + + + From 40539455a1cc5b3fe8f80a3e3cc2b5c3a8f04c59 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Fri, 12 Apr 2024 07:13:36 +0000 Subject: [PATCH 06/34] refine binary inferential function --- R/maic_unanchored.R | 37 ++++++++++++++++++++++++------------- 1 file changed, 24 insertions(+), 13 deletions(-) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 3bd22445..40b7bf4b 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -162,11 +162,17 @@ maic_unanchored <- function(weights_object, # ==> Inferential output ------------------------------------------ result <- if (endpoint_type == "tte") { - maic_unanchored_tte(res, res_AB, dat, km_conf_type, time_scale, weights_object, endpoint_name, trt_ipd, trt_agd) + + maic_unanchored_tte(res, res_AB, dat, ipd, pseudo_ipd, km_conf_type, time_scale, weights_object, endpoint_name, trt_ipd, trt_agd) + } else if (endpoint_type == "binary") { - maic_unanchored_binary(res, res_AB, dat, weights_object, endpoint_name, trt_ipd, trt_agd) + + maic_unanchored_binary(res, res_AB, dat, ipd, pseudo_ipd, weights_object, endpoint_name, trt_ipd, trt_agd) + } else { + stop("Endpoint type ", endpoint_type, " currently unsupported.") + } # output @@ -178,6 +184,8 @@ maic_unanchored <- function(weights_object, maic_unanchored_tte <- function(res, res_AB, dat, + ipd, + pseudo_ipd, km_conf_type, time_scale, weights_object, @@ -271,6 +279,8 @@ maic_unanchored_tte <- function(res, maic_unanchored_binary <- function(res, res_AB, dat, + ipd, + pseudo_ipd, weights_object, endpoint_name, trt_ipd, @@ -295,14 +305,6 @@ maic_unanchored_binary <- function(res, res$inferential[["model_before"]] <- binobj_dat res$inferential[["model_after"]] <- binobj_dat_adj - list( - mod = summary(mod), - est = coef_res$beta * 100, - ci_l = round(coef_res$CI_L * 100, 2), - ci_u = round(coef_res$CI_U * 100, 2), - se = coef_res$SE * 100 - ) - res_AB$est <- bin_robust_coef$beta if (eff_measure %in% c("RR", "OR")) { res_AB$est <- exp(res_AB$est) @@ -330,9 +332,18 @@ maic_unanchored_binary <- function(res, boot_dat$ARM <- factor(boot_dat$ARM, levels = c(trt_agd, trt_ipd)) # does not matter use robust se or not, point estimate will not change and calculation would be faster - boot_coxobj_dat_adj <- coxph(Surv(TIME, EVENT) ~ ARM, boot_dat, weights = weights) - boot_AB_est <- summary(boot_coxobj_dat_adj)$coef[1] - exp(boot_AB_est) + boot_binobj_dat_adj <- glm(RESPONSE ~ ARM, boot_dat, weights = weights, family = glm_link) + boot_bin_robust_cov <- clubSandwich::vcovCR(binobj_dat_adj, + cluster = dat$USUBJID, + type = binary_robust_cov_type + ) + boot_bin_robust_coef <- clubSandwich::conf_int(boot_binobj_dat_adj, boot_bin_robust_cov, coef = 2) + boot_AB_est <- boot_bin_robust_coef$beta + if (eff_measure %in% c("RR", "OR")) { + boot_AB_est <- exp(boot_AB_est) + } else if (eff_measure == "RD") { + boot_AB_est <- boot_AB_est * 100 + } }) res$inferential[["boot_est"]] <- tmp_boot_est } else { From d2ce708288de29d7fec3d99ef799105d5daf3cf4 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 19:03:16 +0000 Subject: [PATCH 07/34] workable binary unanchor --- NAMESPACE | 4 +- R/binary-helper.R | 18 +-- R/maic_unanchored.R | 110 +++++++++++-------- R/reporting.R | 97 ++++++++++++++-- inst/examples/get_pseudo_ipd_binary_ex.R | 23 ++++ man/get_pseudo_ipd_binary.Rd | 22 ++++ man/maic_unanchored.Rd | 7 +- man/report_table_binary.Rd | 29 +++++ man/{report_table.Rd => report_table_tte.Rd} | 10 +- 9 files changed, 246 insertions(+), 74 deletions(-) create mode 100644 inst/examples/get_pseudo_ipd_binary_ex.R create mode 100644 man/get_pseudo_ipd_binary.Rd create mode 100644 man/report_table_binary.Rd rename man/{report_table.Rd => report_table_tte.Rd} (79%) diff --git a/NAMESPACE b/NAMESPACE index 05863175..70ce594d 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -13,6 +13,7 @@ export(dummize_ipd) export(estimate_weights) export(find_SE_from_CI) export(generate_survival_data) +export(get_pseudo_ipd_binary) export(get_time_conversion) export(kmplot) export(kmplot2) @@ -25,7 +26,8 @@ export(ph_diagplot_schoenfeld) export(plot_weights_base) export(plot_weights_ggplot) export(process_agd) -export(report_table) +export(report_table_binary) +export(report_table_tte) export(set_time_conversion) export(survfit_makeup) import(DescTools) diff --git a/R/binary-helper.R b/R/binary-helper.R index be2f7cc9..7631c0ea 100644 --- a/R/binary-helper.R +++ b/R/binary-helper.R @@ -1,26 +1,26 @@ #' Helper funciton: create pseudo IPD given AgD binary #' -#' @param binary_agd -#' @param format +#' @param binary_agd a data.frame that take different formats depending on \code{format} +#' @param format a string, "stacked" or "unstacked" #' #' @details #' Additional details... #' #' @return a data.frame of pseudo binary IPD, with columns USUBJID, ARM, RESPONSE +#' @example inst/examples/get_pseudo_ipd_binary_ex.R #' @export -#' -#' @examples + get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked")) { # pre check if (format == "stacked") { if (!is.data.frame(binary_agd)) stop("stacked binary_agd should be data.frame with columns 'ARM', 'RESPONSE', 'COUNT'") names(binary_agd) <- toupper(names(binary_agd)) if (!all(c("ARM", "RESPONSE", "COUNT") %in% names(binary_agd))) stop("stacked binary_agd should be data.frame with columns 'ARM', 'Response', 'Count'") - if (!is.logical(binary_agd$RESPONSE) & all(toupper(binary_agd$RESPONSE) %in% c("YES", "NO"))) stop("'RESPONSE' column in stacked binary_agd should be either logical vector or character vector of 'Yes' and 'No'") + if (!is.logical(binary_agd$RESPONSE) & !all(toupper(binary_agd$RESPONSE) %in% c("YES", "NO"))) stop("'RESPONSE' column in stacked binary_agd should be either logical vector or character vector of 'Yes' and 'No'") if (nrow(binary_agd) %% 2 != 0) stop("nrow(binary_agd) is not even number, you may miss to provide 1 level of binary response to certain arm") } else if (format == "unstacked") { - if (!(is.data.frame(binary_agd) | is.matrix(binary_agd))) stop("unstacked binary_agd should be either a 2x2 data frame or matrix") - if (!identical(dim(binary_agd), c(2, 2))) stop("unstacked binary_agd should be either a 2x2 data frame or matrix") + if (!(is.data.frame(binary_agd) | is.matrix(binary_agd))) stop("unstacked binary_agd should be either a 1x2 or 2x2 data frame or matrix") + if (ncol(binary_agd) != 2 | !nrow(binary_agd) %in% c(1, 2)) stop("unstacked binary_agd should be either a 1x2 or 2x2 data frame or matrix") bin_res <- toupper(colnames(binary_agd)) bin_res <- sort(bin_res) if (!(identical(bin_res, c("FALSE", "TRUE")) | identical(bin_res, c("NO", "YES")))) stop("column names of unstacked binary_agd should be either TRUE/FALSE or Yes/No") @@ -59,9 +59,9 @@ get_pseudo_ipd_binary <- function(binary_agd, format = c("stacked", "unstacked") tmpipd <- data.frame( USUBJID = NA, - ARM = mapply(rep, x = levels(use_binary_agd$ARM), each = n_per_arm), + ARM = mapply(rep, x = levels(use_binary_agd$ARM), each = n_per_arm, SIMPLIFY = FALSE, USE.NAMES = FALSE) |> unlist(), RESPONSE = unlist( - lapply(seq(n_per_arm), function(ii) { + lapply(seq_along(n_per_arm), function(ii) { c(rep(TRUE, n_yes_per_arm[ii]), rep(FALSE, n_per_arm[ii] - n_yes_per_arm[ii])) }) ) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 40b7bf4b..5e66eba6 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -15,6 +15,9 @@ #' @param eff_measure a string, "RD" (risk difference), "OR" (odds ratio), "RR" (relative risk) #' for a binary endpoint; "HR" for a time-to-event endpoint. By default is \code{NULL}, "OR" is used for binary case, #' otherwise "HR" is used. +#' @param boot_ci_is_quantile a logical, specify if the 95% bootstrapped confidence interval should be dervied by sample quantile. Default FALSE, +#' which the estimates assumes to follow asymptotic normal (only if eff_measure is "RD") or log-normal with a variance that can be approximated +#' by bootstrapped sample of the estimate. This default option may be handy when the number of bootstrap iterations is not big. #' @param endpoint_name a string, name of time to event endpoint, to be show in the last line of title #' @param time_scale a string, time unit of median survival time, taking a value of 'years', 'months', 'weeks' or #' 'days'. NOTE: it is assumed that values in TIME column of \code{ipd} and \code{pseudo_ipd} is in the unit of days @@ -45,6 +48,7 @@ maic_unanchored <- function(weights_object, endpoint_type = "tte", endpoint_name = "Time to Event Endpoint", eff_measure = c("HR", "OR", "RR", "RD"), + boot_ci_is_quantile = FALSE, # time to event specific args time_scale = "months", km_conf_type = "log-log", @@ -106,9 +110,6 @@ maic_unanchored <- function(weights_object, if (any(!c("USUBJID", "RESPONSE") %in% names(ipd))) stop("ipd should have 'USUBJID', 'RESPONSE' columns at minimum") eff_measure <- match.arg(eff_measure, choices = c("OR", "RD", "RR"), several.ok = FALSE) - if (!"family" %in% class(glm_link)) { - stop("glm_link should be family object, see family argument of glm()") - } # !! add a check of binary_robust_cov_type } else if (endpoint_type == "tte") { # for time to event effect measure @@ -162,17 +163,11 @@ maic_unanchored <- function(weights_object, # ==> Inferential output ------------------------------------------ result <- if (endpoint_type == "tte") { - maic_unanchored_tte(res, res_AB, dat, ipd, pseudo_ipd, km_conf_type, time_scale, weights_object, endpoint_name, trt_ipd, trt_agd) - } else if (endpoint_type == "binary") { - - maic_unanchored_binary(res, res_AB, dat, ipd, pseudo_ipd, weights_object, endpoint_name, trt_ipd, trt_agd) - + maic_unanchored_binary(res, res_AB, dat, ipd, pseudo_ipd, binary_robust_cov_type, weights_object, endpoint_name, eff_measure, trt_ipd, trt_agd) } else { - stop("Endpoint type ", endpoint_type, " currently unsupported.") - } # output @@ -247,8 +242,8 @@ maic_unanchored_tte <- function(res, # : make analysis report table res$inferential[["report_overall_robustCI"]] <- rbind( - report_table(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), - report_table(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) + report_table_tte(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), + report_table_tte(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) ) if (is.null(res$inferential[["boot_est"]])) { @@ -261,17 +256,20 @@ maic_unanchored_tte <- function(res, # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) - tmp_report_table <- report_table(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) - tmp_report_table$`HR[95% CI]`[1] <- paste0( + tmp_report_table_tte <- report_table_tte(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) + tmp_report_table_tte$`HR[95% CI]`[1] <- paste0( format(round(boot_res_AB$est, 2), nsmall = 2), "[", format(round(boot_res_AB$ci_l, 2), nsmall = 2), ";", format(round(boot_res_AB$ci_u, 2), nsmall = 2), "]" ) res$inferential[["report_overall_bootCI"]] <- rbind( - report_table(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), - tmp_report_table + report_table_tte(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name)), + tmp_report_table_tte ) } + + # output + res } # MAIC inference functions for Binary outcome type ------------ @@ -281,42 +279,49 @@ maic_unanchored_binary <- function(res, dat, ipd, pseudo_ipd, + binary_robust_cov_type, weights_object, endpoint_name, + eff_measure, trt_ipd, trt_agd) { # ~~~ Analysis table # : set up proper link glm_link <- switch(eff_measure, - "RD" = poisson(link = "identity"), - "RR" = poisson(link = "log"), - "OR" = binomial(link = "logit") + "RD" = poisson(link = "identity"), + "RR" = poisson(link = "log"), + "OR" = binomial(link = "logit") ) # : fit glm for binary outcome and robust estimate with weights binobj_dat <- glm(RESPONSE ~ ARM, dat, family = glm_link) binobj_dat_adj <- glm(RESPONSE ~ ARM, dat, weights = weights, family = glm_link) bin_robust_cov <- clubSandwich::vcovCR(binobj_dat_adj, - cluster = dat$USUBJID, - type = binary_robust_cov_type + cluster = dat$USUBJID, + type = binary_robust_cov_type ) - bin_robust_coef <- clubSandwich::conf_int(binobj_dat_adj, bin_robust_cov, coef = 2) + bin_robust_coef <- clubSandwich::conf_int(binobj_dat_adj, bin_robust_cov, coef = 2, p_values = TRUE) res$inferential[["model_before"]] <- binobj_dat res$inferential[["model_after"]] <- binobj_dat_adj - res_AB$est <- bin_robust_coef$beta + mu <- bin_robust_coef$beta + sig <- bin_robust_coef$SE + res_AB$ci_l <- bin_robust_coef$CI_L + res_AB$ci_u <- bin_robust_coef$CI_U + res_AB$pval <- bin_robust_coef$p_val + if (eff_measure %in% c("RR", "OR")) { - res_AB$est <- exp(res_AB$est) + res_AB$est <- exp(mu) + res_AB$se <- sqrt((exp(sig^2) - 1) * exp(2 * mu + sig^2)) # log normal parameterization + res_AB$ci_l <- exp(res_AB$ci_l) + res_AB$ci_u <- exp(res_AB$ci_u) } else if (eff_measure == "RD") { - res_AB$est <- res_AB$est * 100 + res_AB$est <- mu * 100 + res_AB$se <- sig * 100 + res_AB$ci_l <- res_AB$ci_l * 100 + res_AB$ci_u <- res_AB$ci_u * 100 } - mu <- summary(coxobj_dat_adj)$coef[1] - sig <- summary(coxobj_dat_adj)$coef[4] - res_AB$se <- sqrt((exp(sig^2) - 1) * exp(2 * mu + sig^2)) # log normal parameterization - res_AB$ci_l <- summary(coxobj_dat_adj)$conf.int[3] - res_AB$ci_u <- summary(coxobj_dat_adj)$conf.int[4] - res_AB$pval <- summary(coxobj_dat_adj)$coef[6] # : get bootstrapped estimates if applicable if (!is.null(weights_object$boot)) { @@ -334,8 +339,8 @@ maic_unanchored_binary <- function(res, # does not matter use robust se or not, point estimate will not change and calculation would be faster boot_binobj_dat_adj <- glm(RESPONSE ~ ARM, boot_dat, weights = weights, family = glm_link) boot_bin_robust_cov <- clubSandwich::vcovCR(binobj_dat_adj, - cluster = dat$USUBJID, - type = binary_robust_cov_type + cluster = dat$USUBJID, + type = binary_robust_cov_type ) boot_bin_robust_coef <- clubSandwich::conf_int(boot_binobj_dat_adj, boot_bin_robust_cov, coef = 2) boot_AB_est <- boot_bin_robust_coef$beta @@ -349,17 +354,34 @@ maic_unanchored_binary <- function(res, } else { res$inferential[["boot_est"]] <- NULL } -} - - - - - - - - - - + # : make analysis report table + res$inferential[["report_overall_robustCI"]] <- rbind( + report_table_binary(binobj_dat, tag = paste0("Before matching/", endpoint_name), eff_measure = eff_measure), + report_table_binary(binobj_dat_adj, res_AB, tag = paste0("After matching/", endpoint_name), eff_measure = eff_measure) + ) + if (is.null(res$inferential[["boot_est"]])) { + res$inferential[["report_overall_bootCI"]] <- NULL + } else { + boot_res_AB <- res_AB + boot_logres_se <- sd(log(res$inferential[["boot_est"]]), na.rm = TRUE) + boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) + boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) + # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) + # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) + tmp_report_table_tte <- report_table_tte(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) + tmp_report_table_tte$`HR[95% CI]`[1] <- paste0( + format(round(boot_res_AB$est, 2), nsmall = 2), "[", + format(round(boot_res_AB$ci_l, 2), nsmall = 2), ";", + format(round(boot_res_AB$ci_u, 2), nsmall = 2), "]" + ) + res$inferential[["report_overall_bootCI"]] <- rbind( + report_table_binary(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name), eff_measure = eff_measure), + tmp_report_table_binary + ) + } + # output + res +} diff --git a/R/reporting.R b/R/reporting.R index bd3ca623..77622453 100644 --- a/R/reporting.R +++ b/R/reporting.R @@ -1,5 +1,4 @@ #' helper function: sort out a nice report table to summarize survival analysis results -#' for `maic_tte_unanchor` #' #' @param coxobj returned object from \code{\link[survival]{coxph}} #' @param medSurvobj returned object from \code{\link{medSurv_makeup}} @@ -10,29 +9,103 @@ #' #' @export -report_table <- function(coxobj, medSurvobj, tag = NULL) { +report_table_tte <- function(coxobj, medSurvobj, tag = NULL) { + # descriptive part + N <- medSurvobj$n.max + N.EVNT <- medSurvobj$events + N.EVNT.PERC <- round(N.EVNT * 100 / N, 1) + N <- round(N, 1) # not necessary integer + N.EVNT <- round(N.EVNT, 1) # not necessary integer + meds_report <- format(round(medSurvobj[, c("median", "0.95LCL", "0.95UCL")], 1), nsmall = 1) + meds_report <- apply(meds_report, 1, function(xx) paste0(xx[1], "[", xx[2], ";", xx[3], "]")) + + # inferential part hr_res <- format(round(summary(coxobj)$conf.int[-2], 2), nsmall = 2) hr_res <- paste0(hr_res[1], "[", hr_res[2], ";", hr_res[3], "]") hr_pval <- format(round(summary(coxobj)$waldtest[3], 3), nsmall = 3) if (hr_pval == "0.000") hr_pval <- "<0.001" - meds_report <- format(round(medSurvobj[, c("median", "0.95LCL", "0.95UCL")], 1), nsmall = 1) - meds_report <- apply(meds_report, 1, function(xx) paste0(xx[1], "[", xx[2], ";", xx[3], "]")) + # assemble the table + desc_res <- cbind( + medSurvobj[, "treatment", drop = FALSE], + data.frame( + "N" = N, + "n.events(%)" = paste0(N.EVNT, "(", format(N.EVNT.PERC, nsmall = 1), ")"), + "median[95% CI]" = meds_report + ) + ) + desc_res <- cbind(desc_res[c(2, 1), ], "HR[95% CI]" = c(hr_res, ""), "p-Value" = c(hr_pval, "")) + names(desc_res)[3] <- "n.events(%)" # cbind changes column name + + # add first tag column if applicable + if (!is.null(tag)) { + desc_res <- cbind(data.frame(Matching = rep(tag, nrow(desc_res))), desc_res) + desc_res$Matching[duplicated(desc_res$Matching)] <- "" + } + + # output + desc_res +} + +#' helper function: sort out a nice report table to summarize binary analysis results +#' +#' @param binobj object from glm() +#' @param weighted_result object res_AB +#' @param eff_measure a string, binary effect measure, could be "OR", "RR", "RD“ +#' @param tag a string, by default NULL, if specified, an extra 1st column is created in the output +#' +#' @return a data frame with sample size, incidence rate, estimate of binary effect measure with +#' 95% CI and Wald test of hazard ratio +#' +#' @export + +report_table_binary <- function(binobj, weighted_result = NULL, eff_measure = c("OR", "RD", "RR"), tag = NULL) { + weighted <- ifelse(is.null(weighted_result), FALSE, TRUE) + # descriptive part + ARM <- levels(binobj$data$ARM) + if (!weighted) { + N <- tapply(binobj$data$USUBJID, binobj$data$ARM, length) + N.EVNT <- tapply(binobj$data$RESPONSE, binobj$data$ARM, sum) + } else { + N <- tapply(binobj$data$weights, binobj$data$ARM, length) + N.EVNT <- tapply(binobj$data$weights * binobj$data$RESPONSE, binobj$data$ARM, sum) + } + N.EVNT.PERC <- round(N.EVNT * 100 / N, 1) + N.EVNT <- round(N.EVNT, 1) - desc_res <- cbind(medSurvobj[, "treatment", drop = FALSE], - data.frame(N = round(medSurvobj$n.max, 1)), - "n.events(%)" = paste0( - round(medSurvobj$events, 1), "(", - format(round(medSurvobj$events * 100 / medSurvobj$n.max, 1), nsmall = 1), ")" - ), - "median[95% CI]" = meds_report + # inferential part + if(!weighted){ + bin_res_est <- coef(binobj)[2] + bin_res_ci <- confint(binobj,parm = 2, test= "LRT", trace = FALSE) + bin_res <- c(bin_res_est,bin_res_ci) + if(eff_measure!="RD") bin_res <- exp(bin_res) + bin_res <- round(bin_res,2) |> format(nsmall=2) + bin_res <- paste0(bin_res[1], "[", bin_res[2], ";", bin_res[3], "]") + bin_pval <- round(summary(binobj)$coefficients[2,4],3) |> format(nsmall=3) + }else{ + bin_res <- round(unlist(weighted_result[c("est", "ci_l", "ci_u")]), 2) |> format(nsmall = 2) + bin_res <- paste0(bin_res[1], "[", bin_res[2], ";", bin_res[3], "]") + bin_pval <- round(weighted_result$pval, 3) |> format(nsmall=3) + } + if (bin_pval == "0.000") bin_pval <- "<0.001" + + # assemble the table + desc_res <- data.frame( + "Arm" = ARM, + "N" = N, + "n.events(%)" = paste0(N.EVNT, "(", format(N.EVNT.PERC, nsmall = 1), ")") ) - desc_res <- cbind(desc_res[c(2, 1), ], "HR[95% CI]" = c(hr_res, ""), "p-Value" = c(hr_pval, "")) + desc_res <- cbind(desc_res[c(2, 1), ], "xx[95% CI]" = c(bin_res, ""), "p-Value" = c(bin_pval, "")) + names(desc_res)[ncol(desc_res) - 1] <- paste0(eff_measure, "[95% CI]") + names(desc_res)[3] <- "n.events(%)" # cbind changes column name + # add first tag column if applicable if (!is.null(tag)) { desc_res <- cbind(data.frame(Matching = rep(tag, nrow(desc_res))), desc_res) desc_res$Matching[duplicated(desc_res$Matching)] <- "" } + + # output desc_res } diff --git a/inst/examples/get_pseudo_ipd_binary_ex.R b/inst/examples/get_pseudo_ipd_binary_ex.R new file mode 100644 index 00000000..911867a6 --- /dev/null +++ b/inst/examples/get_pseudo_ipd_binary_ex.R @@ -0,0 +1,23 @@ +# example of unstacked +testdat <- data.frame(Yes = 280,No = 120) +rownames(testdat) <- "B" +get_pseudo_ipd_binary(binary_agd = testdat, + format = "unstacked") + +# example of stacked +get_pseudo_ipd_binary(binary_agd = data.frame(ARM = rep("B",2), + RESPONSE = c("YES","NO"), + COUNT = c(280,120)), + format = "stacked") + + + + + + + + + + + + diff --git a/man/get_pseudo_ipd_binary.Rd b/man/get_pseudo_ipd_binary.Rd new file mode 100644 index 00000000..81380fbd --- /dev/null +++ b/man/get_pseudo_ipd_binary.Rd @@ -0,0 +1,22 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/binary-helper.R +\name{get_pseudo_ipd_binary} +\alias{get_pseudo_ipd_binary} +\title{Helper funciton: create pseudo IPD given AgD binary} +\usage{ +get_pseudo_ipd_binary(binary_agd, format = c("stacked", "unstacked")) +} +\arguments{ +\item{binary_agd}{a data.frame that take different formats depending on \code{format}} + +\item{format}{a string, "stacked" or "unstacked"} +} +\value{ +a data.frame of pseudo binary IPD, with columns USUBJID, ARM, RESPONSE +} +\description{ +Helper funciton: create pseudo IPD given AgD binary +} +\details{ +Additional details... +} diff --git a/man/maic_unanchored.Rd b/man/maic_unanchored.Rd index 1bc8eb08..45e36f2f 100644 --- a/man/maic_unanchored.Rd +++ b/man/maic_unanchored.Rd @@ -14,9 +14,10 @@ maic_unanchored( trt_var_agd = "ARM", endpoint_type = "tte", endpoint_name = "Time to Event Endpoint", - eff_measure = c("HR", "OR", "RR", "RD", "Diff"), + eff_measure = c("HR", "OR", "RR", "RD"), time_scale = "months", - km_conf_type = "log-log" + km_conf_type = "log-log", + binary_robust_cov_type = "CR2" ) } \arguments{ @@ -47,6 +48,8 @@ otherwise "HR" is used.} 'days'. NOTE: it is assumed that values in TIME column of \code{ipd} and \code{pseudo_ipd} is in the unit of days} \item{km_conf_type}{a string, pass to \code{conf.type} of \code{survfit}} + +\item{binary_robust_cov_type}{a string to pass to argument "type" of \link[clubSandwich]{vcovCR}, see viable options in the documentation of that function. Default is "CR2"} } \value{ A list, contains 'descriptive' and 'inferential' diff --git a/man/report_table_binary.Rd b/man/report_table_binary.Rd new file mode 100644 index 00000000..a0143a99 --- /dev/null +++ b/man/report_table_binary.Rd @@ -0,0 +1,29 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/reporting.R +\name{report_table_binary} +\alias{report_table_binary} +\title{helper function: sort out a nice report table to summarize binary analysis results} +\usage{ +report_table_binary( + binobj, + resobj, + eff_measure = c("OR", "RD", "RR"), + tag = NULL +) +} +\arguments{ +\item{binobj}{object from glm()} + +\item{resobj}{object res_AB} + +\item{eff_measure}{a string, binary effect measure, could be "OR", "RR", "RD“} + +\item{tag}{a string, by default NULL, if specified, an extra 1st column is created in the output} +} +\value{ +a data frame with sample size, incidence rate, estimate of binary effect measure with +95\% CI and Wald test of hazard ratio +} +\description{ +helper function: sort out a nice report table to summarize binary analysis results +} diff --git a/man/report_table.Rd b/man/report_table_tte.Rd similarity index 79% rename from man/report_table.Rd rename to man/report_table_tte.Rd index 548cac66..b543d761 100644 --- a/man/report_table.Rd +++ b/man/report_table_tte.Rd @@ -1,11 +1,10 @@ % Generated by roxygen2: do not edit by hand % Please edit documentation in R/reporting.R -\name{report_table} -\alias{report_table} -\title{helper function: sort out a nice report table to summarize survival analysis results -for \code{maic_tte_unanchor}} +\name{report_table_tte} +\alias{report_table_tte} +\title{helper function: sort out a nice report table to summarize survival analysis results} \usage{ -report_table(coxobj, medSurvobj, tag = NULL) +report_table_tte(coxobj, medSurvobj, tag = NULL) } \arguments{ \item{coxobj}{returned object from \code{\link[survival]{coxph}}} @@ -20,5 +19,4 @@ a data frame with sample size, incidence rate, median survival time with 95\% CI } \description{ helper function: sort out a nice report table to summarize survival analysis results -for \code{maic_tte_unanchor} } From 818cc53b1828e0706ce4d1523cea75a970c103c3 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:01:46 +0000 Subject: [PATCH 08/34] add unanchored binary example --- inst/examples/maic_unanchored_binary_ex.R | 53 +++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 inst/examples/maic_unanchored_binary_ex.R diff --git a/inst/examples/maic_unanchored_binary_ex.R b/inst/examples/maic_unanchored_binary_ex.R new file mode 100644 index 00000000..5467039b --- /dev/null +++ b/inst/examples/maic_unanchored_binary_ex.R @@ -0,0 +1,53 @@ +# simulate data to demo binary maic +devtools::load_all() +load(system.file("extdata", "ipd.rda", package = "maicplus", mustWork = TRUE)) +load(system.file("extdata", "agd.rda", package = "maicplus", mustWork = TRUE)) +ipd_centered <- center_ipd(ipd = ipd, agd = agd) + +centered_colnames <- c("AGE", "AGE_SQUARED", "SEX_MALE", "ECOG0", "SMOKE", "N_PR_THER_MEDIAN") +centered_colnames <- paste0(centered_colnames, "_CENTERED") +weighted_data <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames) +weighted_data2 <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames, n_boot_iteration = 100) +check <- weighted_data2$boot + + +adrs <- read.csv(system.file("extdata", "adrs.csv", package = "maicplus", mustWork = TRUE)) +adrs$RESPONSE <- adrs$AVAL + +pseudo_adrs <- get_pseudo_ipd_binary(binary_agd = data.frame(ARM = rep("B",2), + RESPONSE = c("YES","NO"), + COUNT = c(280,120)), + format = "stacked") + + +maic_unanchored(weights_object = weighted_data, + ipd = adrs, + pseudo_ipd = pseudo_adrs, + trt_ipd = "A", + trt_agd = "B", + trt_var_ipd = "ARM", + trt_var_agd = "ARM", + endpoint_type = "binary", + endpoint_name = "Binary Endpoint", + eff_measure = "RR", + # binary specific args + binary_robust_cov_type = "CR2") + + + + + + + + + + + + + + + + + + + From 0135d0fb0ce5b96af5625f50fd0be427a2932373 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:10:33 +0000 Subject: [PATCH 09/34] keep consistency of treatment column name between binary and tte using report_table function --- R/reporting.R | 2 +- inst/examples/maic_unanchored_ex.R | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/R/reporting.R b/R/reporting.R index 77622453..d5a42c79 100644 --- a/R/reporting.R +++ b/R/reporting.R @@ -91,7 +91,7 @@ report_table_binary <- function(binobj, weighted_result = NULL, eff_measure = c( # assemble the table desc_res <- data.frame( - "Arm" = ARM, + "treatment" = ARM, "N" = N, "n.events(%)" = paste0(N.EVNT, "(", format(N.EVNT.PERC, nsmall = 1), ")") ) diff --git a/inst/examples/maic_unanchored_ex.R b/inst/examples/maic_unanchored_ex.R index 62427623..d2fa92fd 100644 --- a/inst/examples/maic_unanchored_ex.R +++ b/inst/examples/maic_unanchored_ex.R @@ -1,5 +1,6 @@ # anchored example using maic_anchored for tte library(flexsurv) +devtools::load_all() ### IPD set.seed(1234) # Read in relevant ADaM data and rename variables of interest @@ -46,7 +47,7 @@ match_res_boot <- estimate_weights( centered_colnames = grep("_CENTERED$", names(use_adsl)), start_val = 0, method = "BFGS", - n_boot_iteration = 1000, + n_boot_iteration = 500, set_seed_boot = 1234 ) From cd699ffef206fd8907bd8944a24126aa84e8c1a5 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:29:19 +0000 Subject: [PATCH 10/34] make binary bootstrap work with cli progress bar --- R/maic_unanchored.R | 22 +++++++++++++++++++--- inst/examples/maic_unanchored_binary_ex.R | 15 +++++++++++++-- 2 files changed, 32 insertions(+), 5 deletions(-) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 5e66eba6..90b4af26 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -221,7 +221,12 @@ maic_unanchored_tte <- function(res, if (!is.null(weights_object$boot)) { tmp_boot_obj <- weights_object$boot k <- dim(tmp_boot_obj)[3] + + cli::cli_progress_bar("Going through bootstrapped weights", total = k, .envir = .GlobalEnv) + tmp_boot_est <- sapply(1:k, function(ii) { + cli::cli_progress_update(.envir = .GlobalEnv) + boot_x <- tmp_boot_obj[, , ii] boot_ipd_id <- weights_object$data$USUBJID[boot_x[, 1]] boot_ipd <- ipd[match(boot_ipd_id, ipd$USUBJID), , drop = FALSE] @@ -235,6 +240,9 @@ maic_unanchored_tte <- function(res, boot_AB_est <- summary(boot_coxobj_dat_adj)$coef[1] exp(boot_AB_est) }) + + cli::cli_progress_done(.envir = .GlobalEnv) + res$inferential[["boot_est"]] <- tmp_boot_est } else { res$inferential[["boot_est"]] <- NULL @@ -327,7 +335,12 @@ maic_unanchored_binary <- function(res, if (!is.null(weights_object$boot)) { tmp_boot_obj <- weights_object$boot k <- dim(tmp_boot_obj)[3] + + cli::cli_progress_bar("Going through bootstrapped weights", total = k, .envir = .GlobalEnv) + tmp_boot_est <- sapply(1:k, function(ii) { + cli::cli_progress_update(.envir = .GlobalEnv) + boot_x <- tmp_boot_obj[, , ii] boot_ipd_id <- weights_object$data$USUBJID[boot_x[, 1]] boot_ipd <- ipd[match(boot_ipd_id, ipd$USUBJID), , drop = FALSE] @@ -350,6 +363,9 @@ maic_unanchored_binary <- function(res, boot_AB_est <- boot_AB_est * 100 } }) + + cli::cli_progress_done(.envir = .GlobalEnv) + res$inferential[["boot_est"]] <- tmp_boot_est } else { res$inferential[["boot_est"]] <- NULL @@ -371,14 +387,14 @@ maic_unanchored_binary <- function(res, # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) - tmp_report_table_tte <- report_table_tte(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) - tmp_report_table_tte$`HR[95% CI]`[1] <- paste0( + tmp_report_table_binary <-report_table_binary(binobj_dat_adj, res_AB, tag = paste0("After matching/", endpoint_name), eff_measure = eff_measure) + tmp_report_table_binary[[paste0(eff_measure,'[95% CI]')]][1] <- paste0( format(round(boot_res_AB$est, 2), nsmall = 2), "[", format(round(boot_res_AB$ci_l, 2), nsmall = 2), ";", format(round(boot_res_AB$ci_u, 2), nsmall = 2), "]" ) res$inferential[["report_overall_bootCI"]] <- rbind( - report_table_binary(coxobj_dat, medSurv_dat, tag = paste0("Before matching/", endpoint_name), eff_measure = eff_measure), + report_table_binary(binobj_dat, tag = paste0("Before matching/", endpoint_name), eff_measure = eff_measure), tmp_report_table_binary ) } diff --git a/inst/examples/maic_unanchored_binary_ex.R b/inst/examples/maic_unanchored_binary_ex.R index 5467039b..99a7ebbc 100644 --- a/inst/examples/maic_unanchored_binary_ex.R +++ b/inst/examples/maic_unanchored_binary_ex.R @@ -7,7 +7,7 @@ ipd_centered <- center_ipd(ipd = ipd, agd = agd) centered_colnames <- c("AGE", "AGE_SQUARED", "SEX_MALE", "ECOG0", "SMOKE", "N_PR_THER_MEDIAN") centered_colnames <- paste0(centered_colnames, "_CENTERED") weighted_data <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames) -weighted_data2 <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames, n_boot_iteration = 100) +weighted_data2 <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames, n_boot_iteration = 500) check <- weighted_data2$boot @@ -34,7 +34,18 @@ maic_unanchored(weights_object = weighted_data, binary_robust_cov_type = "CR2") - +maic_unanchored(weights_object = weighted_data2, + ipd = adrs, + pseudo_ipd = pseudo_adrs, + trt_ipd = "A", + trt_agd = "B", + trt_var_ipd = "ARM", + trt_var_agd = "ARM", + endpoint_type = "binary", + endpoint_name = "Binary Endpoint", + eff_measure = "RR", + # binary specific args + binary_robust_cov_type = "CR2") From 467327c8ff48d985ad05f4a5b1295c6ccb86a8f3 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:30:30 +0000 Subject: [PATCH 11/34] styler --- R/maic_unanchored.R | 4 ++-- R/reporting.R | 16 ++++++++-------- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 90b4af26..438d929d 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -387,8 +387,8 @@ maic_unanchored_binary <- function(res, # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) - tmp_report_table_binary <-report_table_binary(binobj_dat_adj, res_AB, tag = paste0("After matching/", endpoint_name), eff_measure = eff_measure) - tmp_report_table_binary[[paste0(eff_measure,'[95% CI]')]][1] <- paste0( + tmp_report_table_binary <- report_table_binary(binobj_dat_adj, res_AB, tag = paste0("After matching/", endpoint_name), eff_measure = eff_measure) + tmp_report_table_binary[[paste0(eff_measure, "[95% CI]")]][1] <- paste0( format(round(boot_res_AB$est, 2), nsmall = 2), "[", format(round(boot_res_AB$ci_l, 2), nsmall = 2), ";", format(round(boot_res_AB$ci_u, 2), nsmall = 2), "]" diff --git a/R/reporting.R b/R/reporting.R index d5a42c79..31d066a4 100644 --- a/R/reporting.R +++ b/R/reporting.R @@ -74,18 +74,18 @@ report_table_binary <- function(binobj, weighted_result = NULL, eff_measure = c( N.EVNT <- round(N.EVNT, 1) # inferential part - if(!weighted){ + if (!weighted) { bin_res_est <- coef(binobj)[2] - bin_res_ci <- confint(binobj,parm = 2, test= "LRT", trace = FALSE) - bin_res <- c(bin_res_est,bin_res_ci) - if(eff_measure!="RD") bin_res <- exp(bin_res) - bin_res <- round(bin_res,2) |> format(nsmall=2) + bin_res_ci <- confint(binobj, parm = 2, test = "LRT", trace = FALSE) + bin_res <- c(bin_res_est, bin_res_ci) + if (eff_measure != "RD") bin_res <- exp(bin_res) + bin_res <- round(bin_res, 2) |> format(nsmall = 2) bin_res <- paste0(bin_res[1], "[", bin_res[2], ";", bin_res[3], "]") - bin_pval <- round(summary(binobj)$coefficients[2,4],3) |> format(nsmall=3) - }else{ + bin_pval <- round(summary(binobj)$coefficients[2, 4], 3) |> format(nsmall = 3) + } else { bin_res <- round(unlist(weighted_result[c("est", "ci_l", "ci_u")]), 2) |> format(nsmall = 2) bin_res <- paste0(bin_res[1], "[", bin_res[2], ";", bin_res[3], "]") - bin_pval <- round(weighted_result$pval, 3) |> format(nsmall=3) + bin_pval <- round(weighted_result$pval, 3) |> format(nsmall = 3) } if (bin_pval == "0.000") bin_pval <- "<0.001" From 45cbd9a36b50fe758adbcc2833ba884cd01cc41d Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:35:52 +0000 Subject: [PATCH 12/34] update unanchor binary example annotation --- inst/examples/maic_unanchored_binary_ex.R | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/inst/examples/maic_unanchored_binary_ex.R b/inst/examples/maic_unanchored_binary_ex.R index 99a7ebbc..1cde210f 100644 --- a/inst/examples/maic_unanchored_binary_ex.R +++ b/inst/examples/maic_unanchored_binary_ex.R @@ -1,16 +1,17 @@ -# simulate data to demo binary maic +# load in prognostic IPD data and AgD devtools::load_all() load(system.file("extdata", "ipd.rda", package = "maicplus", mustWork = TRUE)) load(system.file("extdata", "agd.rda", package = "maicplus", mustWork = TRUE)) ipd_centered <- center_ipd(ipd = ipd, agd = agd) +# estimate weights centered_colnames <- c("AGE", "AGE_SQUARED", "SEX_MALE", "ECOG0", "SMOKE", "N_PR_THER_MEDIAN") centered_colnames <- paste0(centered_colnames, "_CENTERED") + weighted_data <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames) weighted_data2 <- estimate_weights(data = ipd_centered, centered_colnames = centered_colnames, n_boot_iteration = 500) -check <- weighted_data2$boot - +# get dummy binary IPD adrs <- read.csv(system.file("extdata", "adrs.csv", package = "maicplus", mustWork = TRUE)) adrs$RESPONSE <- adrs$AVAL @@ -19,7 +20,7 @@ pseudo_adrs <- get_pseudo_ipd_binary(binary_agd = data.frame(ARM = rep("B",2), COUNT = c(280,120)), format = "stacked") - +# unanchored binary MAIC, with CI based on sandwich estimator maic_unanchored(weights_object = weighted_data, ipd = adrs, pseudo_ipd = pseudo_adrs, @@ -33,7 +34,7 @@ maic_unanchored(weights_object = weighted_data, # binary specific args binary_robust_cov_type = "CR2") - +# unanchored binary MAIC, with bootstrapped CI maic_unanchored(weights_object = weighted_data2, ipd = adrs, pseudo_ipd = pseudo_adrs, From 211f6d966a81636c026182c094cf22417f820c8e Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:47:06 +0000 Subject: [PATCH 13/34] add test for binary helper function --- tests/testthat/test-get_pseudo_ipd_binary.R | 36 +++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 tests/testthat/test-get_pseudo_ipd_binary.R diff --git a/tests/testthat/test-get_pseudo_ipd_binary.R b/tests/testthat/test-get_pseudo_ipd_binary.R new file mode 100644 index 00000000..e016976b --- /dev/null +++ b/tests/testthat/test-get_pseudo_ipd_binary.R @@ -0,0 +1,36 @@ +test_that("generate pseudo binary IPD given unstacked table as input", { + # example of unstacked + testdat <- data.frame(Yes = 280, No = 120) + rownames(testdat) <- "B" + testout <- get_pseudo_ipd_binary( + binary_agd = testdat, + format = "unstacked" + ) + expectout <- data.frame( + USUBJID = paste0("pseudo_binary_subj_", 1:400), + ARM = rep("B", 400), + RESPONSE = c(rep(TRUE, 280), rep(FALSE, 120)) + ) + + expect_equal(testout, expectout) +}) + +test_that("generate pseudo binary IPD given stacked table as input", { + # example of stacked + testout <- get_pseudo_ipd_binary( + binary_agd = data.frame( + ARM = rep("B", 2), + RESPONSE = c("YES", "NO"), + COUNT = c(280, 120) + ), + format = "stacked" + ) + + expectout <- data.frame( + USUBJID = paste0("pseudo_binary_subj_", 1:400), + ARM = rep("B", 400), + RESPONSE = c(rep(TRUE, 280), rep(FALSE, 120)) + ) + + expect_equal(testout, expectout) +}) From 931d83e8e862a1f1f499941a8a5985d725a51f03 Mon Sep 17 00:00:00 2001 From: Gregory Chen Date: Thu, 2 May 2024 20:58:51 +0000 Subject: [PATCH 14/34] add 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zP@BQV`FNyP!94?`6-H{?@Uhc>mZrDhdV4?2;;RL2;a~9KO1Pgvr&z_~mg~r6lT9bN zj|*Q=9gT)Dqf5$|WveFaTNe2d>R-%Wp}USRR9`Ua+suJ&3Dc-0N>vn5LQ7g&PYvQ^ z;JpeG`qxRh<+{sElj|H@@FXoSn8%GOwUAJRFnngHHELBE5*3hRdP68RBBir}I!EL@ zJt5>QXHuJ6$K-0I#T`b4S`p0Py6*~9+H9~Irw$}E22O@@T~3Qm)w0wj{4Dnwnotlr zv1qX(xGU5ov0#`gMknlUv-gScJI$eZkNfE+5Fta z{nI3vy7uhK=a@%Z%<8p{S~R7 z`Tp>(?wh1uDE`)S_^CbB7&V!B{|3JltWt)@bf*oZ2AcL&3cANV8ICsW24Mv|{ZXb4xip!yV z;)f3Dh#Jni0TZ(R{@uwol^T%Zi_0oj2$Z-JWue07V4PXFCt6(|-fq^>+ozU3mb&tt zeLyHJB4}NkJ39N+o_Fj>`m;h)HSJ(Y?eFhzlNP19 Date: Fri, 3 May 2024 05:48:50 +0000 Subject: [PATCH 15/34] add boot quantile function, and test for tte unanchor maic wrapper --- DESCRIPTION | 7 +- R/maic_unanchored.R | 36 ++++-- inst/examples/maic_unanchored_ex.R | 3 +- .../test_tte_unanchored_expected.RData | Bin 0 -> 10026728 bytes tests/testthat.R | 2 + tests/testthat/test-maic_unanchored.R | 111 +++++++++++++++++- 6 files changed, 141 insertions(+), 18 deletions(-) create mode 100644 inst/extdata/test_tte_unanchored_expected.RData diff --git a/DESCRIPTION b/DESCRIPTION index 2aff383e..a6aa1e13 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -21,16 +21,17 @@ Imports: DescTools, MASS, boot, - stringr + stringr, + survminer, + clubSandwich, + cli Suggests: knitr, testthat (>= 2.0), ggplot2, rmarkdown, - clubSandwich, dplyr, sandwich, - survminer, flexsurv VignetteBuilder: knitr diff --git a/R/maic_unanchored.R b/R/maic_unanchored.R index 438d929d..4ecad1e9 100644 --- a/R/maic_unanchored.R +++ b/R/maic_unanchored.R @@ -163,9 +163,15 @@ maic_unanchored <- function(weights_object, # ==> Inferential output ------------------------------------------ result <- if (endpoint_type == "tte") { - maic_unanchored_tte(res, res_AB, dat, ipd, pseudo_ipd, km_conf_type, time_scale, weights_object, endpoint_name, trt_ipd, trt_agd) + maic_unanchored_tte( + res, res_AB, dat, ipd, pseudo_ipd, km_conf_type, time_scale, + weights_object, endpoint_name, boot_ci_is_quantile, trt_ipd, trt_agd + ) } else if (endpoint_type == "binary") { - maic_unanchored_binary(res, res_AB, dat, ipd, pseudo_ipd, binary_robust_cov_type, weights_object, endpoint_name, eff_measure, trt_ipd, trt_agd) + maic_unanchored_binary( + res, res_AB, dat, ipd, pseudo_ipd, binary_robust_cov_type, + weights_object, endpoint_name, eff_measure, boot_ci_is_quantile, trt_ipd, trt_agd + ) } else { stop("Endpoint type ", endpoint_type, " currently unsupported.") } @@ -185,6 +191,7 @@ maic_unanchored_tte <- function(res, time_scale, weights_object, endpoint_name, + boot_ci_is_quantile, trt_ipd, trt_agd) { # ~~~ Descriptive table before and after matching @@ -259,11 +266,13 @@ maic_unanchored_tte <- function(res, } else { boot_res_AB <- res_AB boot_logres_se <- sd(log(res$inferential[["boot_est"]]), na.rm = TRUE) - boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) - boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) - # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) - # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) - + if (boot_ci_is_quantile) { + boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]], p = 0.025) + boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]], p = 0.975) + } else { + boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) + boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) + } tmp_report_table_tte <- report_table_tte(coxobj_dat_adj, medSurv_dat_adj, tag = paste0("After matching/", endpoint_name)) tmp_report_table_tte$`HR[95% CI]`[1] <- paste0( format(round(boot_res_AB$est, 2), nsmall = 2), "[", @@ -291,6 +300,7 @@ maic_unanchored_binary <- function(res, weights_object, endpoint_name, eff_measure, + boot_ci_is_quantile, trt_ipd, trt_agd) { # ~~~ Analysis table @@ -382,11 +392,13 @@ maic_unanchored_binary <- function(res, } else { boot_res_AB <- res_AB boot_logres_se <- sd(log(res$inferential[["boot_est"]]), na.rm = TRUE) - boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) - boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) - # boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]],p=0.025) - # boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]],p=0.975) - + if (boot_ci_is_quantile) { + boot_res_AB$ci_l <- quantile(res$inferential[["boot_est"]], p = 0.025) + boot_res_AB$ci_u <- quantile(res$inferential[["boot_est"]], p = 0.975) + } else { + boot_res_AB$ci_l <- exp(log(boot_res_AB$est) + qnorm(0.025) * boot_logres_se) + boot_res_AB$ci_u <- exp(log(boot_res_AB$est) + qnorm(0.975) * boot_logres_se) + } tmp_report_table_binary <- report_table_binary(binobj_dat_adj, res_AB, tag = paste0("After matching/", endpoint_name), eff_measure = eff_measure) tmp_report_table_binary[[paste0(eff_measure, "[95% CI]")]][1] <- paste0( format(round(boot_res_AB$est, 2), nsmall = 2), "[", diff --git a/inst/examples/maic_unanchored_ex.R b/inst/examples/maic_unanchored_ex.R index d2fa92fd..a4308a88 100644 --- a/inst/examples/maic_unanchored_ex.R +++ b/inst/examples/maic_unanchored_ex.R @@ -1,8 +1,7 @@ # anchored example using maic_anchored for tte library(flexsurv) devtools::load_all() -### IPD -set.seed(1234) + # Read in relevant ADaM data and rename variables of interest adsl <- read.csv(system.file("extdata", "adsl.csv", package = "maicplus", diff --git a/inst/extdata/test_tte_unanchored_expected.RData b/inst/extdata/test_tte_unanchored_expected.RData new file mode 100644 index 0000000000000000000000000000000000000000..157b465bc388ae7937b4ee1d17405ee99936aab5 GIT binary patch literal 10026728 zcmeF)c~s3^|2Obc63GxDL&y+GDk({2e@bbd=lN7BrAbmU9`hJw7AcY`L*|(iGG%Ba zMNYHk%tSo?5B^P%wma&;v&KlV@Y5o{N{!G`9_A#jbyPzrSSsZWZLPU^?!zY;&V0V zfokym?&?mcK!5ausbYYN*Nt1*Xdi{%TLd0#T5}4$Upz^?e|H=7W5oGeR#KmVrMv&d zy#@22leyd?l|8eevwwDG!_ipi^5t5L=D`@~W_{-KfWkE(IVPsuW%e!T#q#R2>Doz< 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