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 |
| Author: | Thomas Martin Lange
 [cre, aut],
Felix Heinrich
[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: APS_1.0.1.zip, r-release: not available, r-oldrel: APS_1.0.1.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): APS_1.0.1.tgz, r-oldrel (x86_64): APS_1.0.1.tgz |
Linking:
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