Package: bamlss
Version: 1.2-5
Date: 2024-10-11
Title: Bayesian Additive Models for Location, Scale, and Shape (and
        Beyond)
Authors@R: c(person(given = "Nikolaus", family = "Umlauf", role = c("aut", "cre"), email = "Nikolaus.Umlauf@uibk.ac.at",
         comment = c(ORCID = "0000-0003-2160-9803")),
  person(given = "Nadja", family = "Klein", role = "aut", email = "nklein@uni-goettingen.de",
         comment = c(ORCID = "0000-0002-5072-5347")),
  person(given = "Achim", family = "Zeileis", role = "aut", email = "Achim.Zeileis@R-project.org",
         comment = c(ORCID = "0000-0003-0918-3766")),
  person(given = "Meike", family = "Koehler", role = "ctb", email = "meike_koehler@gmx.de"),
  person(given = "Thorsten", family = "Simon", role = "aut", email = "Thorsten.Simon@uibk.ac.at",
         comment = c(ORCID = "0000-0002-3778-7738")),
  person(given = "Stanislaus", family = "Stadlmann", role = "ctb", email = "stadlmann@uni-goettingen.de"),
  person(given = "Alexander", family = "Volkmann", role = "ctb", email = "alexander.volkmann@hu-berlin.de",
  comment = c(ORCID = "0000-0001-5028-8098")))
Description: Infrastructure for estimating probabilistic distributional
        regression models in a Bayesian framework. The distribution
        parameters may capture location, scale, shape, etc. and every
        parameter may depend on complex additive terms (fixed, random,
        smooth, spatial, etc.) similar to a generalized additive model.
        The conceptual and computational framework is introduced in
        Umlauf, Klein, Zeileis (2019)
        <doi:10.1080/10618600.2017.1407325> and the R package in
        Umlauf, Klein, Simon, Zeileis (2021)
        <doi:10.18637/jss.v100.i04>.
Depends: R (>= 3.5.0), coda, colorspace, distributions3 (>= 0.2.1),
        mgcv
Imports: Formula, MBA, mvtnorm, sp, Matrix, survival, methods, parallel
Suggests: bit, ff, fields, gamlss, gamlss.dist, interp, rjags, BayesX,
        mapdata, maps, sf, nnet, spatstat, spdep, zoo, keras, splines2,
        sdPrior, statmod, glogis, glmnet, scoringRules, knitr,
        rmarkdown, MASS, tensorflow
License: GPL-2 | GPL-3
LazyLoad: yes
RoxygenNote: 7.1.1
URL: http://www.bamlss.org/
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2026-10-09 08:19:39 UTC; root
Author: Nikolaus Umlauf [aut, cre]
        (<https://orcid.org/0000-0003-2160-9803>), Nadja Klein [aut]
        (<https://orcid.org/0000-0002-5072-5347>), Achim Zeileis [aut]
        (<https://orcid.org/0000-0003-0918-3766>), Meike Koehler [ctb],
        Thorsten Simon [aut] (<https://orcid.org/0000-0002-3778-7738>),
        Stanislaus Stadlmann [ctb], Alexander Volkmann [ctb]
        (<https://orcid.org/0000-0001-5028-8098>)
Maintainer: Nikolaus Umlauf <Nikolaus.Umlauf@uibk.ac.at>
Repository: https://freezenik.r-universe.dev
Date/Publication: 2024-10-11 15:10:02 UTC
RemoteUrl: https://github.com/cran/bamlss
RemoteRef: HEAD
RemoteSha: 0a2a4154e0c0099ba8ac0b372ae7460e57972741