riskCommunicator: G-Computation to Estimate Interpretable Epidemiological Effects
Estimates flexible epidemiological effect measures including both differences and ratios using the parametric G-formula developed as an alternative to inverse probability weighting. It is useful for estimating the impact of interventions in the presence of treatment-confounder-feedback. G-computation was originally described by Robbins (1986) <doi:10.1016/0270-0255(86)90088-6> and has been described in detail by Ahern, Hubbard, and Galea (2009) <doi:10.1093/aje/kwp015>; Snowden, Rose, and Mortimer (2011) <doi:10.1093/aje/kwq472>; and Westreich et al. (2012) <doi:10.1002/sim.5316>.
| Version: | 1.0.1 |
| Depends: | R (≥ 3.5) |
| Imports: | boot, dplyr, ggplot2, ggpubr, magrittr, MASS, methods, purrr, rlang, stats, tidyr, tidyselect |
| Suggests: | knitr, rmarkdown, testthat, tidyverse, printr, stringr, formatR, sandwich |
| Published: | 2022-05-31 |
| Author: | Jessica Grembi 
[aut, cre, cph],
Elizabeth Rogawski McQuade
[ctb] |
| Maintainer: | Jessica Grembi <jess.grembi at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | Epidemiology |
| CRAN checks: | riskCommunicator results |
Documentation:
| Reference manual: | riskCommunicator.pdf |
| Vignettes: |
Short Vignette: Included in Manuscript Extended Vignette: For Newbie R Users |
Downloads:
| Package source: | riskCommunicator_1.0.1.tar.gz |
| Windows binaries: | r-devel: riskCommunicator_1.0.1.zip, r-release: riskCommunicator_1.0.1.zip, r-oldrel: riskCommunicator_1.0.1.zip |
| macOS binaries: | r-release (arm64): riskCommunicator_1.0.1.tgz, r-oldrel (arm64): riskCommunicator_1.0.1.tgz, r-release (x86_64): riskCommunicator_1.0.1.tgz, r-oldrel (x86_64): riskCommunicator_1.0.1.tgz |
| Old sources: | riskCommunicator archive |
Linking:
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