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: 2026-04-09 12:25:10 UTC; thoma
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: CRAN
Date/Publication: 2026-04-16 09:02:07 UTC
Built: R 4.6.0; ; 2026-04-25 16:28:56 UTC; unix
