predtools: Prediction Model Tools
Provides additional functions for evaluating predictive models, including plotting calibration curves and model-based Receiver Operating Characteristic (mROC) based on Sadatsafavi et al (2021) <doi:10.48550/arXiv.2003.00316>.
| Version: | 0.0.3 |
| Depends: | R (≥ 3.6) |
| Imports: | Rcpp, pROC, stats, graphics, RConics, ggplot2, dplyr, magrittr, mvtnorm |
| LinkingTo: | Rcpp |
| Suggests: | rmarkdown, knitr, spelling |
| Published: | 2023-06-05 |
| DOI: | 10.32614/CRAN.package.predtools |
| Author: | Mohsen Sadatsafavi
 [aut, cph],
Amin Adibi [cre],
Abdollah Safari [aut],
Tae Yoon Lee [aut] |
| Maintainer: | Amin Adibi <adibi at alumni.ubc.ca> |
| BugReports: | https://github.com/resplab/predtools/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| URL: | https://github.com/resplab/predtools |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | predtools results |
Documentation:
| Reference manual: | predtools.html , predtools.pdf |
| Vignettes: |
UNLI2D (source, R code) Calibration Plot (source, R code) Intercept Adjustment (source, R code) Model-based ROC (source, R code) |
Downloads:
| Package source: | predtools_0.0.3.tar.gz |
| Windows binaries: | r-devel: predtools_0.0.3.zip, r-release: predtools_0.0.3.zip, r-oldrel: predtools_0.0.3.zip |
| macOS binaries: | r-release (arm64): predtools_0.0.3.tgz, r-oldrel (arm64): predtools_0.0.3.tgz, r-release (x86_64): predtools_0.0.3.tgz, r-oldrel (x86_64): predtools_0.0.3.tgz |
| Old sources: | predtools archive |
Reverse dependencies:
| Reverse suggests: | cumulcalib |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=predtools to link to this page.