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: | 0.1.1 |
| Depends: | R (≥ 2.10) |
| Imports: | utils, stats, survival, pROC, ggplot2, rlang, ggpubr |
| Suggests: | covr, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2023-12-12 |
| 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 + file LICENSE |
| URL: | https://github.com/GlenMartin31/predRupdate, https://glenmartin31.github.io/predRupdate/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | predRupdate results |
Documentation:
| Reference manual: | predRupdate.pdf |
| Vignettes: |
Introduction to the predRupdate package predRupdate_splineIllustration Technical Background to predRupdate |
Downloads:
| Package source: | predRupdate_0.1.1.tar.gz |
| Windows binaries: | r-devel: predRupdate_0.1.1.zip, r-release: predRupdate_0.1.1.zip, r-oldrel: predRupdate_0.1.1.zip |
| macOS binaries: | r-release (arm64): predRupdate_0.1.1.tgz, r-oldrel (arm64): predRupdate_0.1.1.tgz, r-release (x86_64): predRupdate_0.1.1.tgz, r-oldrel (x86_64): predRupdate_0.1.1.tgz |
| Old sources: | predRupdate archive |
Linking:
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