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, Max, and Antonia Zapf. (2021). "Statistical Inference for Diagnostic Test Accuracy Studies with Multiple Comparisons." <doi:10.48550/arXiv.2105.13469>.)
| Version: | 0.1.1 |
| Depends: | R (≥ 2.10) |
| Imports: | bindata, boot, copula, corrplot, dplyr, extraDistr, magrittr, Matrix, multcomp, mvtnorm, ggplot2 |
| Suggests: | testthat (≥ 3.0.0), knitr, readr, rmarkdown, covr, badger, glmnet, splitstackshape |
| Published: | 2023-05-18 |
| DOI: | 10.32614/CRAN.package.cases |
| Author: | Max Westphal 
[aut, cre] |
| Maintainer: | Max Westphal <max.westphal at steady.ai> |
| BugReports: | https://github.com/maxwestphal/cases/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/maxwestphal/cases |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | cases results |
Documentation:
| Reference manual: | cases.pdf |
| Vignettes: |
Real-world example: biomarker assessment and prediction model evaluation R package cases: overview |
Downloads:
| Package source: | cases_0.1.1.tar.gz |
| Windows binaries: | r-devel: cases_0.1.1.zip, r-release: cases_0.1.1.zip, r-oldrel: cases_0.1.1.zip |
| macOS binaries: | r-release (arm64): cases_0.1.1.tgz, r-oldrel (arm64): cases_0.1.1.tgz, r-release (x86_64): cases_0.1.1.tgz, r-oldrel (x86_64): cases_0.1.1.tgz |
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