Package: idem 5.2

Chenguang Wang

idem: Inference in Randomized Controlled Trials with Death and Missingness

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.

Authors:Chenguang Wang [aut, cre], Andrew Leroux [aut, cre], Elizabeth Colantuoni [aut], Daniel O Scharfstein [aut], Trustees of Columbia University [cph]

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idem.pdf |idem.html
idem/json (API)
NEWS

# Install 'idem' in R:
install.packages('idem', repos = c('https://olssol.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/olssol/idem/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • abc - Example dataset

On CRAN:

cpp

3.51 score 16 scripts 272 downloads 7 exports 105 dependencies

Last updated 2 years agofrom:f2cea1730f. Checks:1 OK, 10 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 06 2025
R-4.5-win-x86_64NOTEFeb 06 2025
R-4.5-mac-x86_64NOTEFeb 06 2025
R-4.5-mac-aarch64NOTEFeb 06 2025
R-4.5-linux-x86_64NOTEFeb 06 2025
R-4.4-win-x86_64NOTEFeb 06 2025
R-4.4-mac-x86_64NOTEFeb 06 2025
R-4.4-mac-aarch64NOTEFeb 06 2025
R-4.3-win-x86_64NOTEFeb 06 2025
R-4.3-mac-x86_64NOTEFeb 06 2025
R-4.3-mac-aarch64NOTEFeb 06 2025

Exports:imDataimFitModelimImpAllimImpAll_miceimImpSingleimInferimShiny

Dependencies:abindbackportsBHbitbit64blobbootbroomcachemcallrcheckmatechronclicliprcodetoolscolorspacecpp11crayonDBIdescdistributionaldplyrfansifarverfastmapforcatsforeachgenericsggplot2glmnetgluegridExtragsubfngtablehavenhmsinlineisobanditeratorsjomolabelinglatticelifecyclelme4loomagrittrMASSMatrixmatrixStatsmemoisemgcvmiceminqamitmlmunsellnlmenloptrnnetnumDerivordinalpanpillarpkgbuildpkgconfigplogrposteriorprettyunitsprocessxprogressprotopspurrrQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreadrreformulasrlangrpartRSQLiterstanrstantoolsscalesshapesqldfStanHeadersstringistringrsurvivaltensorAtibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomwithr

idem: Inference in Randomized Controlled Trials with Death and Missingness

Rendered fromvignette.Rmdusingknitr::rmarkdownon Feb 06 2025.

Last update: 2019-12-03
Started: 2019-12-03