The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
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[@]dogado.de.
Implements iterative conditional expectation (ICE) estimators of the plug-in g-formula (Wen, Young, Robins, and Hernán (2020) <doi:10.1111/biom.13321>). Both singly robust and doubly robust ICE estimators based on parametric models are available. The package can be used to estimate survival curves under sustained treatment strategies (interventions) using longitudinal data with time-varying treatments, time-varying confounders, censoring, and competing events. The interventions can be static or dynamic, and deterministic or stochastic (including threshold interventions). Both prespecified and user-defined interventions are available.
| Version: | 0.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | data.table, ggplot2, nnet, doParallel, parallel, foreach, stringr, magrittr, dplyr, rlang, reshape2, speedglm, methods, Hmisc, splines |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-12-02 |
| DOI: | 10.32614/CRAN.package.gfoRmulaICE |
| Author: | Zhaoxi Cheng [aut, cre], Jing Li [aut], Sophia Rein [aut], Ryan O'Dea [aut], Sean McGrath [aut], Lan Wen [aut], Miguel A. Hernán [aut], 2024 The President and Fellows of Harvard College [cph] |
| Maintainer: | Zhaoxi Cheng <zcheng at hsph.harvard.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | gfoRmulaICE results |
| Reference manual: | gfoRmulaICE.pdf |
| Package source: | gfoRmulaICE_0.1.0.tar.gz |
| Windows binaries: | r-devel: gfoRmulaICE_0.1.0.zip, r-release: gfoRmulaICE_0.1.0.zip, r-oldrel: gfoRmulaICE_0.1.0.zip |
| macOS binaries: | r-release (arm64): gfoRmulaICE_0.1.0.tgz, r-oldrel (arm64): gfoRmulaICE_0.1.0.tgz, r-release (x86_64): gfoRmulaICE_0.1.0.tgz, r-oldrel (x86_64): gfoRmulaICE_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=gfoRmulaICE 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.
Health stats visible at Monitor.