cases: Stratified Evaluation of Subgroup Classification Accuracy
Enables simultaneous statistical inference for the accuracy of multiple classifiers in multiple subgroups (strata). For instance, allows to perform multiple comparisons in diagnostic accuracy studies with co-primary endpoints sensitivity and specificity (Westphal M, Zapf A. Statistical inference for diagnostic test accuracy studies with multiple comparisons. Statistical Methods in Medical Research. 2024;0(0). <doi:10.1177/09622802241236933>).
| Version: | 0.2.0 |
| Depends: | R (≥ 2.10) |
| Imports: | bindata, boot, copula, corrplot, dplyr, extraDistr, magrittr, Matrix, multcomp, mvtnorm, ggplot2 |
| Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, covr, badger, glmnet, splitstackshape |
| Published: | 2025-01-09 |
| DOI: | 10.32614/CRAN.package.cases |
| Author: | Max Westphal 
[aut, cre] |
| Maintainer: | Max Westphal <dev at maxwestphal.io> |
| BugReports: | https://github.com/maxwestphal/cases/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/maxwestphal/cases, https://maxwestphal.github.io/cases/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | cases results |
Documentation:
| Reference manual: | cases.pdf |
| Vignettes: |
Real-world example: biomarker assessment and prediction model evaluation (source, R code) R package cases: overview (source, R code) |
Downloads:
| Package source: | cases_0.2.0.tar.gz |
| Windows binaries: | r-devel: cases_0.2.0.zip, r-release: cases_0.2.0.zip, r-oldrel: cases_0.2.0.zip |
| macOS binaries: | r-release (arm64): cases_0.2.0.tgz, r-oldrel (arm64): cases_0.2.0.tgz, r-release (x86_64): cases_0.2.0.tgz, r-oldrel (x86_64): cases_0.2.0.tgz |
| Old sources: | cases archive |
Linking:
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