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) <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
Author: Mohsen Sadatsafavi ORCID iD [aut, cph], Amin Adibi ORCID iD [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.pdf
Vignettes: UNLI2D
Calibration Plot
Intercept Adjustment
Model-based ROC

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
Old sources: predtools archive

Linking:

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