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DESCRIPTION
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DESCRIPTION
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Package: idem
Title: Inference in Randomized Controlled Trials with Death and Missingness
Version: 5.2
Author: Chenguang Wang [aut, cre],
Andrew Leroux [aut, cre],
Elizabeth Colantuoni [aut],
Daniel O Scharfstein [aut],
Trustees of Columbia University [cph] (tools/make_cpp.R, R/stanmodels.R)
Maintainer: Chenguang Wang <[email protected]>
Description: In randomized studies involving severely ill patients, functional
outcomes are often unobserved due to missed clinic visits, premature
withdrawal or death. It is well known that if these unobserved functional
outcomes are not handled properly, biased treatment comparisons can be
produced. In this package, we implement a procedure for comparing treatments
that is based on the composite endpoint of both the functional outcome and
survival. The procedure was proposed in Wang et al. (2016) <DOI:10.1111/biom.12594>
and Wang et al. (2020) <DOI:10.18637/jss.v093.i12>. It considers missing data
imputation with different sensitivity
analysis strategies to handle the unobserved functional outcomes not due to
death.
Depends:
R (>= 3.4.0),
Rcpp (>= 0.12.0),
methods
License: GPL (>= 3)
LinkingTo: StanHeaders (>= 2.18.0), rstan (>= 2.18.1), BH (>= 1.66.0), Rcpp (>=
0.12.0), RcppEigen (>= 0.3.3.3.0), RcppParallel (>= 5.0.1)
Imports:
rstan (>= 2.18.1),
RcppParallel (>= 5.0.1),
rstantools (>= 2.1.1),
sqldf (>= 0.4),
survival (>= 2.38),
mice (>= 3.9.0),
parallel (>= 3.2)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Suggests:
knitr,
shiny,
rmarkdown,
pander,
DT,
shinythemes
VignetteBuilder: knitr
SystemRequirements: GNU make
URL: https://github.com/olssol/idem/