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contTimeCausal: Continuous Time Causal Models

Implements the semiparametric efficient estimators of continuous-time causal models for time-varying treatments and confounders in the presence of dependent censoring (including structural failure time model and Cox proportional hazards marginal structural model). S. Yang, K. Pieper, and F. Cools (2019) <doi:10.1111/biom.12845>.

Version:1.1
Depends:dplyr,survival
Imports:zoo, stats, methods
Suggests:rmarkdown,knitr
Published:2022-06-06
DOI:10.32614/CRAN.package.contTimeCausal
Author:Shu Yang [aut], Shannon T. Holloway [aut, cre]
Maintainer:Shannon T. Holloway <shannon.t.holloway at gmail.com>
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:no
CRAN checks:contTimeCausal results

Documentation:

Reference manual:contTimeCausal.html ,contTimeCausal.pdf
Vignettes:contTimeCausal-vignette (source,R code)

Downloads:

Package source: contTimeCausal_1.1.tar.gz
Windows binaries: r-devel:contTimeCausal_1.1.zip, r-release:contTimeCausal_1.1.zip, r-oldrel:contTimeCausal_1.1.zip
macOS binaries: r-release (arm64):contTimeCausal_1.1.tgz, r-oldrel (arm64):contTimeCausal_1.1.tgz, r-release (x86_64):contTimeCausal_1.1.tgz, r-oldrel (x86_64):contTimeCausal_1.1.tgz
Old sources: contTimeCausal archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=contTimeCausalto link to this page.


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