ctmle: Collaborative Targeted Maximum Likelihood Estimation (original) (raw)
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 |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Materials: | README |
| In views: | CausalInference |
| CRAN checks: | ctmle results |
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