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DESCRIPTION
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DESCRIPTION
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Package: rbmi
Title: Reference Based Multiple Imputation
Version: 1.3.1
Authors@R: c(
person("Craig", "Gower-Page", email = "craig.gower-page@roche.com", role = c("aut", "cre")),
person("Alessandro", "Noci", email = "alessandro.noci@roche.com", role = c("aut")),
person("Marcel", "Wolbers", email = "marcel.wolbers@roche.com", role = "ctb"),
person("Isaac", "Gravestock", email = "isaac.gravestock@roche.com", role = "aut"),
person("F. Hoffmann-La Roche AG", role = c("cph", "fnd"))
)
Description: Implements standard and reference based multiple imputation methods for continuous
longitudinal endpoints (Gower-Page et al. (2022) <doi:10.21105/joss.04251>). In particular,
this package supports deterministic conditional mean imputation and jackknifing as described
in Wolbers et al. (2022) <doi:10.1002/pst.2234>, Bayesian multiple imputation as described
in Carpenter et al. (2013) <doi:10.1080/10543406.2013.834911>, and bootstrapped maximum
likelihood imputation as described in von Hippel and Bartlett (2021) <doi: 10.1214/20-STS793>.
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
URL: https://insightsengineering.github.io/rbmi/, https://github.com/insightsengineering/rbmi
BugReports: https://github.com/insightsengineering/rbmi/issues
RoxygenNote: 7.3.2
Suggests:
dplyr,
tidyr,
nlme,
testthat,
emmeans,
tibble,
mvtnorm,
knitr,
rmarkdown,
bookdown,
lubridate,
purrr,
ggplot2,
rstan (>= 2.26.0),
R.rsp
Config/testthat/edition: 3
Imports:
mmrm,
pkgload,
Matrix,
tools,
methods,
R6,
assertthat
Depends:
R (>= 3.4.0)
License: Apache License (>= 2)
VignetteBuilder: R.rsp