Package: APS
Title: Analysing Prediction Stability of Non-Deterministic Prediction
        Models
Version: 1.0.1
Authors@R: c(person(given = c("Thomas", "Martin"),
                 family = "Lange",
                 email = "thomas.lange@uni-goettingen.de", 
                 role = c("cre","aut"), 
                 comment = c(ORCID = "0000-0003-4351-7950")),
          person(given = "Felix",
                 family = "Heinrich",
                 role = "ctb",
                 comment = c(ORCID = "0000-0002-6093-8522")))
Maintainer: Thomas Martin Lange <thomas.lange@uni-goettingen.de>
Description: 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>.
License: GPL (>= 2)
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 3.6.0)
Imports: stats
Suggests: ranger, covr, rmarkdown, spelling, testthat
NeedsCompilation: no
Packaged: 2026-10-01 10:30:24 UTC; root
Author: Thomas Martin Lange [cre, aut] (ORCID:
        <https://orcid.org/0000-0003-4351-7950>), Felix Heinrich [ctb]
        (ORCID: <https://orcid.org/0000-0002-6093-8522>)
LazyData: true
Repository: https://tmlange.r-universe.dev
Date/Publication: 2026-04-24 13:22:15 UTC
RemoteUrl: https://github.com/tmlange/aps
RemoteRef: HEAD
RemoteSha: 4a3d85cec17960f5be653ebf433624186819e341