Uses inverse probability weighting methods to estimate treatment effect under marginal structure model for the cause-specific hazard of competing risk events. Estimates also the cumulative incidence function (i.e. risk) of the potential outcomes, and provides inference on risk difference and risk ratio. Reference: Kalbfleisch & Prentice (2002)<doi:10.1002/9781118032985>; Hernan et al (2001)<doi:10.1198/016214501753168154>.
| Version: | 0.2.1 |
| Imports: | ggplot2, survival, stats, twang, graphics, sandwich |
| Suggests: | knitr, rmarkdown |
| Published: | 2021-09-04 |
| DOI: | 10.32614/CRAN.package.cmprskcoxmsm |
| Author: | Yiran Zhang, Ronghui Xu |
| Maintainer: | Yiran Zhang <yiz038 at health.ucsd.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | cmprskcoxmsm results |
| Reference manual: | cmprskcoxmsm.html , cmprskcoxmsm.pdf |
| Vignettes: |
Estimating the treatment effect in failure-time settings with competing events (source, R code) |
| Package source: | cmprskcoxmsm_0.2.1.tar.gz |
| Windows binaries: | r-devel: cmprskcoxmsm_0.2.1.zip, r-release: cmprskcoxmsm_0.2.1.zip, r-oldrel: cmprskcoxmsm_0.2.1.zip |
| macOS binaries: | r-release (arm64): cmprskcoxmsm_0.2.1.tgz, r-oldrel (arm64): cmprskcoxmsm_0.2.1.tgz, r-release (x86_64): cmprskcoxmsm_0.2.1.tgz, r-oldrel (x86_64): cmprskcoxmsm_0.2.1.tgz |
| Old sources: | cmprskcoxmsm archive |
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