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An implementation of split-population duration regression models. Unlike regular duration models, split-population duration models are mixture models that accommodate the presence of a sub-population that is not at risk for failure, e.g. cancer patients who have been cured by treatment. This package implements Weibull and Loglogistic forms for the duration component, and focuses on data with time-varying covariates. These models were originally formulated in Boag (1949) and Berkson and Gage (1952), and extended in Schmidt and Witte (1989).
Version: | 0.17.2 |
Depends: | R (≥ 3.1.2) |
Imports: | corpcor, graphics, forecast, MASS, stats, Rcpp (≥ 0.11.0), separationplot, xtable |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | covr, devtools, testthat, knitr, rmarkdown, tibble |
Published: | 2024-02-08 |
DOI: | 10.32614/CRAN.package.spduration |
Author: | Andreas Beger [aut, cre], Daina Chiba [aut], Daniel W. Hill, Jr. [aut], Nils W. Metternich [aut], Shahryar Minhas [aut], Michael D. Ward [aut, cph] |
Maintainer: | Andreas Beger <adbeger at gmail.com> |
BugReports: | https://github.com/andybega/spduration/issues |
License: | GPL-3 |
URL: | https://github.com/andybega/spduration, https://www.andybeger.com/spduration/ |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | spduration results |
Reference manual: | spduration.pdf |
Vignettes: |
Introduction to spduration |
Package source: | spduration_0.17.2.tar.gz |
Windows binaries: | r-devel: spduration_0.17.2.zip, r-release: spduration_0.17.2.zip, r-oldrel: spduration_0.17.2.zip |
macOS binaries: | r-release (arm64): spduration_0.17.2.tgz, r-oldrel (arm64): spduration_0.17.2.tgz, r-release (x86_64): spduration_0.17.2.tgz, r-oldrel (x86_64): spduration_0.17.2.tgz |
Old sources: | spduration archive |
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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.