Package: gfoRmulaICE 1.1.1

gfoRmulaICE: Parametric Iterative Conditional Expectation G-Formula

Implements iterative conditional expectation (ICE) estimators of the plug-in g-formula (Wen, Young, Robins, and Hernán (2020) <doi:10.1111/biom.13321>). Both singly robust and doubly robust ICE estimators based on parametric models are available. The package can be used to estimate survival curves under sustained treatment strategies (interventions) using longitudinal data with time-varying treatments, time-varying confounders, censoring, and competing events. The interventions can be static or dynamic, and deterministic or stochastic (including threshold interventions). Both prespecified and user-defined interventions are available.

Authors:Zhaoxi Cheng [aut], Jing Li [aut, cre], Sophia Rein [aut], Ryan O'Dea [aut], Sean McGrath [aut], Lan Wen [aut], Miguel A. Hernán [aut], 2024 The President and Fellows of Harvard College [cph]

gfoRmulaICE_1.1.1.tar.gz
gfoRmulaICE_1.1.1.zip(r-4.7)gfoRmulaICE_1.1.1.zip(r-4.6)gfoRmulaICE_1.1.1.zip(r-4.5)
gfoRmulaICE_1.1.1.tgz(r-4.6-any)gfoRmulaICE_1.1.1.tgz(r-4.5-any)
gfoRmulaICE_1.1.1.tar.gz(r-4.7-any)gfoRmulaICE_1.1.1.tar.gz(r-4.6-any)
gfoRmulaICE_1.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gfoRmulaICE/json (API)

# Install 'gfoRmulaICE' in R:
install.packages('gfoRmulaICE', repos = c('https://liljing.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • compData - Example Dataset for a Survival Outcome with Both Censoring and Competing Event

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 2 scripts 322 downloads 9 exports 75 dependencies

Last updated from:bbc4ee2d7f. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK512
source / vignettesOK247
linux-release-x86_64OK494
macos-release-arm64OK371
macos-oldrel-arm64OK414
windows-develOK542
windows-releaseOK565
windows-oldrelOK566
wasm-releaseOK126

Exports:dynamicgrace_periodicenatural_coursepoolstaticstratthresholdweight

Dependencies:backportsbase64encbiglmbslibcachemcheckmatecliclustercodetoolscolorspacecpp11data.tableDBIdigestdoParalleldplyrevaluatefarverfastmapfontawesomeforeachforeignFormulafsgenericsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemimennetpillarpkgconfigplyrR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownrpartrstudioapiS7sassscalesspeedglmstringistringrtibbletidyselecttinytexutf8vctrsviridisLitewithrxfunyaml