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

Documentation:

Reference manual:	ctmle.html , ctmle.pdf
Vignettes:	CTMLE Vignette (source, R code)

Downloads:

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

Linking:

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