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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 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, 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.

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.
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