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) .


Reference manual

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install.packages("APS")

1.0.1 by Thomas Martin Lange, 6 months ago


Browse source code at https://github.com/cran/APS


Authors: Thomas Martin Lange [cre, aut] (ORCID: , Felix Heinrich [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats

Suggests ranger, covr, rmarkdown, spelling, testthat


See at CRAN