Package: topmodels
Title: Infrastructure for Forecasting and Assessment of Probabilistic
        Models
Version: 0.3-0
Date: 2026-08-16
Authors@R: c(person(given = "Achim", family = "Zeileis", role = c("aut", "cre"), email = "Achim.Zeileis@R-project.org", comment = c(ORCID = "0000-0003-0918-3766")),
             person(given = c("Moritz", "N."), family = "Lang", role = "aut", email = "moritz.n.lang@gmail.com", comment = c(ORCID = "0000-0002-2533-9903")),
             person(given = "Reto", family = "Stauffer", role = "aut", email = "reto.stauffer@uibk.ac.at", comment = c(ORCID = "0000-0002-3798-5507")),
             person(given = "Christian", family = "Kleiber", role = "ctb", email = "Christian.Kleiber@unibas.ch", comment = c(ORCID = "0000-0002-6781-4733")),
             person(given = "Ioannis", family = "Kosmidis", role = "ctb", email = "i.kosmidis@ucl.ac.uk", comment = c(ORCID = "0000-0003-1556-0302")),
             person(given = "Jakob", family = "Messner", role = "ctb", email = "jakob.messner@posteo.net", comment = c(ORCID = "0000-0002-1027-3673")))
Depends: R (>= 3.6.0)
Imports: graphics, grDevices, grid, stats, utils, colorspace,
        distributions3 (>= 0.3.0), ggplot2
Suggests: bamlss (>= 1.2-1), countreg, crch (>= 1.1-1), gamlss (>=
        5.4-20), gamlss.dist (>= 6.1-1), MASS, PoissonBinomial, qqconf,
        scoringRules, tibble, tinytest, numDeriv
Description: Unified infrastructure for probabilistic models and
        distributional regressions: Probabilistic forecasting of
        in-sample and out-of-sample of probabilities, densities,
        quantiles, and moments. Probabilistic residuals and scoring via
        log-score (or log-likelihood), (continuous) ranked probability
        score, etc. Diagnostic graphics like rootograms, PIT
        histograms, (randomized) quantile residual Q-Q plots, and
        reliagrams (reliability diagrams).
License: GPL-2 | GPL-3
Encoding: UTF-8
URL: https://zeileis.codeberg.page/topmodels/
BugReports: https://codeberg.org/zeileis/topmodels/issues
Additional_repositories: https://zeileis.R-universe.dev
Config/roxygen2/version: 8.1.0
Repository: https://zeileis.r-universe.dev
Date/Publication: 2026-10-19 15:32:26 UTC
RemoteUrl: https://codeberg.org/zeileis/topmodels
RemoteRef: HEAD
RemoteSha: 42a3c1da6c249c17eef408e20c02da5c46969fa7
NeedsCompilation: no
Packaged: 2026-10-19 19:30:40 UTC; root
Author: Achim Zeileis [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-0918-3766>),
  Moritz N. Lang [aut] (ORCID: <https://orcid.org/0000-0002-2533-9903>),
  Reto Stauffer [aut] (ORCID: <https://orcid.org/0000-0002-3798-5507>),
  Christian Kleiber [ctb] (ORCID:
    <https://orcid.org/0000-0002-6781-4733>),
  Ioannis Kosmidis [ctb] (ORCID: <https://orcid.org/0000-0003-1556-0302>),
  Jakob Messner [ctb] (ORCID: <https://orcid.org/0000-0002-1027-3673>)
Maintainer: Achim Zeileis <Achim.Zeileis@R-project.org>