APS: Analysing Prediction Stability of Non-Deterministic Prediction Models

Provides methods to analyse the stability of non-deterministic prediction models. Prediction stability is quantified either as data-based prediction stability (phi) or as model-based prediction stability (psi). The package implements measures for categorical, ordinal, and metric predictions based on repeated model fitting and corresponding predictions. Methods are based on Lange et al. (2025) <doi:10.1186/s12859-025-06097-1>.

Version: 1.0.1
Depends: R (≥ 3.6.0)
Imports: stats
Suggests: ranger, covr, rmarkdown, spelling, testthat
Published: 2026-04-16
DOI: 10.32614/CRAN.package.APS (may not be active yet)
Author: Thomas Martin Lange ORCID iD [cre, aut], Felix Heinrich ORCID iD [ctb]
Maintainer: Thomas Martin Lange <thomas.lange at uni-goettingen.de>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: APS citation info
CRAN checks: APS results

Documentation:

Reference manual: APS.html , APS.pdf

Downloads:

Package source: APS_1.0.1.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=APS to link to this page.