ctmle: Collaborative Targeted Maximum Likelihood Estimation

Implements the general template for collaborative targeted maximum likelihood estimation. It also provides several commonly used C-TMLE instantiation, like the vanilla/scalable variable-selection C-TMLE (Ju et al. (2017) <doi:10.1177/0962280217729845>) and the glmnet-C-TMLE algorithm (Ju et al. (2017) <doi:10.48550/arXiv.1706.10029>).

Version: 0.1.2
Depends: R (≥ 2.14.0), SuperLearner, tmle, glmnet, stats
Suggests: testthat, knitr, rmarkdown, dplyr
Published: 2019-12-13
DOI: 10.32614/CRAN.package.ctmle
Author: Cheng Ju [aut, cre], Susan Gruber [aut], Richard Wyss [ctb], Jenny Haggstrom [ctb], Mark van der Laan [aut, ths]
Maintainer: Cheng Ju <jucheng1992 at gmail.com>
License: GPL-2
NeedsCompilation: no
Materials: README
In views: CausalInference
CRAN checks: ctmle results


Reference manual: ctmle.pdf
Vignettes: CTMLE Vignette


Package source: ctmle_0.1.2.tar.gz
Windows binaries: r-devel: ctmle_0.1.2.zip, r-release: ctmle_0.1.2.zip, r-oldrel: ctmle_0.1.2.zip
macOS binaries: r-release (arm64): ctmle_0.1.2.tgz, r-oldrel (arm64): ctmle_0.1.2.tgz, r-release (x86_64): ctmle_0.1.2.tgz, r-oldrel (x86_64): ctmle_0.1.2.tgz
Old sources: ctmle archive


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