predRupdate: Prediction Model Validation and Updating
Evaluate the predictive performance of an existing (i.e. previously developed) prediction/ prognostic model given relevant information about the existing prediction model (e.g. coefficients) and a new dataset. Provides a range of model updating methods that help tailor the existing model to the new dataset; see Su et al. (2018) <doi:10.1177/0962280215626466>. Techniques to aggregate multiple existing prediction models on the new data are also provided; see Debray et al. (2014) <doi:10.1002/sim.6080> and Martin et al. (2018) <doi:10.1002/sim.7586>).
| Version: | 0.2.1 |
| Depends: | R (≥ 2.10) |
| Imports: | utils, stats,survival,pROC,ggplot2,rlang,ggpubr |
| Suggests: | covr,knitr,rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2025-07-02 |
| DOI: | 10.32614/CRAN.package.predRupdate |
| Author: | Glen P. Martin [aut, cre, cph], David Jenkins [aut, cph], Matthew Sperrin [aut, cph] |
| Maintainer: | Glen P. Martin <glen.martin31 at gmail.com> |
| BugReports: | https://github.com/GlenMartin31/predRupdate/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/GlenMartin31/predRupdate,https://glenmartin31.github.io/predRupdate/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | predRupdate results |
Documentation:
Downloads:
| Package source: | predRupdate_0.2.1.tar.gz |
| Windows binaries: | r-devel:predRupdate_0.2.1.zip, r-release:predRupdate_0.2.1.zip, r-oldrel:predRupdate_0.2.1.zip |
| macOS binaries: | r-release (arm64):predRupdate_0.2.1.tgz, r-oldrel (arm64):predRupdate_0.2.1.tgz, r-release (x86_64):predRupdate_0.2.1.tgz, r-oldrel (x86_64):predRupdate_0.2.1.tgz |
| Old sources: | predRupdate archive |
Linking:
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