cases: 'cases' package

In cases: Stratified Evaluation of Subgroup Classification Accuracy

cases package

Description

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 (true positive rate, TPR) and specificity (true negative rate, TNR).

Details

The package functionality and syntax is described in the vignettes, see examples.

Author(s)

Maintainer: Max Westphal [e-mail] (ORCID)

References

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

See Also

Useful links:

• https://github.com/maxwestphal/cases

• https://maxwestphal.github.io/cases/

• Report bugs at https://github.com/maxwestphal/cases/issues

Examples

# overview over package functionality:
vignette("package_overview")

# a real-world data example:
vignette("example_wdbc")

cases documentation built on April 3, 2025, 9:24 p.m.