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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.pdf |
Vignettes: |
R code for 'Weighted Cox Regression using the R package coxphw' |
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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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.