An inverse probability of censoring weighted (IPCW) targeted maximum likelihood estimator (TMLE) for evaluating a marginal point treatment effect from data where some variables were collected on only a subset of participants using a two-stage design (or marginal mean outcome for a single arm study). A TMLE for conditional parameters defined by a marginal structural model (MSM) is also available.
| Version: | 1.0 |
| Depends: | tmle (≥ 2.0) |
| Suggests: | dbarts (≥ 0.9-18), glmnet |
| Published: | 2024-09-05 |
| DOI: | 10.32614/CRAN.package.twoStageDesignTMLE |
| Author: | Susan Gruber [aut, cre], Mark van der Laan [aut] |
| Maintainer: | Susan Gruber <sgruber at TLrevolution.com> |
| License: | GPL-3 |
| Copyright: | Copyright 2024. TL Revolution LLC. All Rights Reserved. |
| NeedsCompilation: | no |
| Citation: | twoStageDesignTMLE citation info |
| Materials: | NEWS |
| CRAN checks: | twoStageDesignTMLE results |
| Reference manual: | twoStageDesignTMLE.pdf |
| Package source: | twoStageDesignTMLE_1.0.tar.gz |
| Windows binaries: | r-devel: twoStageDesignTMLE_1.0.zip, r-release: twoStageDesignTMLE_1.0.zip, r-oldrel: twoStageDesignTMLE_1.0.zip |
| macOS binaries: | r-release (arm64): twoStageDesignTMLE_1.0.tgz, r-oldrel (arm64): twoStageDesignTMLE_1.0.tgz, r-release (x86_64): twoStageDesignTMLE_1.0.tgz, r-oldrel (x86_64): twoStageDesignTMLE_1.0.tgz |
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