Package: RprobitB
Type: Package
Title: Bayesian Probit Choice Modeling
Version: 1.2.0.9000
Authors@R: c(
    person("Lennart", "Oelschl\u00e4ger", 
           email = "oelschlaeger.lennart@gmail.com", 
           role = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-5421-9313")),
    person("Dietmar", "Bauer", 
           email = "dietmar.bauer@uni-bielefeld.de", 
           role = "ctb",
           comment = c(ORCID = "0000-0003-2920-7032")))
Description: Bayes estimation of probit choice models in
        cross-sectional and panel settings. The package can analyze
        binary, multivariate, ordered, and ranked choices, as well as
        heterogeneity of choice behavior among deciders. The main
        functionality includes model fitting via Gibbs sampling, tools
        for convergence diagnostic, choice data simulation, in-sample
        and out-of-sample choice prediction, and model selection using
        information criteria and Bayes factors. The latent class model
        extension facilitates preference-based decider classification,
        where the number of latent classes can be inferred via the
        Dirichlet process or a weight-based updating heuristic. This
        allows for flexible modeling of choice behavior without the
        need to impose structural constraints. For a reference on the
        method, see Oelschlaeger and Bauer (2021)
        <https://trid.trb.org/view/1759753>.
URL: https://loelschlaeger.de/RprobitB/,
        https://github.com/loelschlaeger/RprobitB
BugReports: https://github.com/loelschlaeger/RprobitB/issues
License: GPL-3
Encoding: UTF-8
Imports: checkmate, cli, crayon, doSNOW, foreach, ggplot2, graphics,
        gridExtra, MASS, mixtools, oeli (>= 0.7.5), parallel, plotROC,
        progress, Rcpp, Rdpack, rlang, stats, utils, viridis
LinkingTo: oeli (>= 0.7.5), Rcpp, RcppArmadillo, testthat
Suggests: knitr, mlogit, testthat (>= 3.0.0), xml2
Depends: R (>= 4.1.0)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
RdMacros: Rdpack
VignetteBuilder: knitr
LazyData: true
LazyDataCompression: xz
Config/testthat/edition: 3
Config/pak/sysreqs: libcairo2-dev cmake libfontconfig1-dev
        libfreetype6-dev make libmagick++-dev gsfonts libicu-dev
        libpng-dev libuv1-dev libxml2-dev libssl-dev zlib1g-dev
Repository: https://loelschlaeger.r-universe.dev
Date/Publication: 2025-08-26 08:42:57 UTC
RemoteUrl: https://github.com/loelschlaeger/rprobitb
RemoteRef: HEAD
RemoteSha: 97bceb45f6adae57470bd50803b8d5bd8f809776
NeedsCompilation: yes
Packaged: 2026-07-03 05:38:02 UTC; root
Author: Lennart Oelschläger [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-5421-9313>),
  Dietmar Bauer [ctb] (ORCID: <https://orcid.org/0000-0003-2920-7032>)
Maintainer: Lennart Oelschläger <oelschlaeger.lennart@gmail.com>