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: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=ctmle to link to this page.
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