The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
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 |
Please use the canonical form https://CRAN.R-project.org/package=twoStageDesignTMLE to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.