Implements weighted estimation in Cox regression as proposed by Schemper, Wakounig and Heinze (Statistics in Medicine, 2009, <doi:10.1002/sim.3623>) and as described in Dunkler, Ploner, Schemper and Heinze (Journal of Statistical Software, 2018, <doi:10.18637/jss.v084.i02>). Weighted Cox regression provides unbiased average hazard ratio estimates also in case of non-proportional hazards. Approximated generalized concordance probability an effect size measure for clear-cut decisions can be obtained. The package provides options to estimate time-dependent effects conveniently by including interactions of covariates with arbitrary functions of time, with or without making use of the weighting option.
| Version: | 4.0.3 |
| Depends: | R (≥ 3.0.2),survival |
| Suggests: | knitr,rmarkdown,testthat |
| Published: | 2023-11-28 |
| DOI: | 10.32614/CRAN.package.coxphw |
| Author: | Daniela Dunkler [aut, cre], Georg Heinze [aut], Meinhard Ploner [aut] |
| Maintainer: | Daniela Dunkler <daniela.dunkler at meduniwien.ac.at> |
| BugReports: | https://github.com/biometrician/coxphw/issues |
| License: | GPL-3 |
| URL: | https://github.com/biometrician/coxphw |
| NeedsCompilation: | yes |
| Citation: | coxphw citation info |
| Materials: | README,NEWS |
| In views: | Survival |
| CRAN checks: | coxphw results |
| Reference manual: | coxphw.html ,coxphw.pdf |
| Vignettes: | R code for 'Weighted Cox Regression using the R package coxphw' (source,R code) |
| Package source: | coxphw_4.0.3.tar.gz |
| Windows binaries: | r-devel:coxphw_4.0.3.zip, r-release:coxphw_4.0.3.zip, r-oldrel:coxphw_4.0.3.zip |
| macOS binaries: | r-release (arm64):coxphw_4.0.3.tgz, r-oldrel (arm64):coxphw_4.0.3.tgz, r-release (x86_64):coxphw_4.0.3.tgz, r-oldrel (x86_64):coxphw_4.0.3.tgz |
| Old sources: | coxphw archive |
| Reverse suggests: | simIDM |
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