Package: RprobitB
Type: Package
Title: Bayesian Probit Choice Modeling
Version: 1.1.4
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 = "aut",
           comment = c(ORCID = "0000-0003-2920-7032")),
    person("Sebastian", "B\u00fcscher", 
           email = "sebastian.buescher@uni-bielefeld.de", 
           role = "ctb"),
    person("Manuel", "Batram", 
           email = "manuel.batram@uni-bielefeld.de", 
           role = "ctb"))
Description: 
    Bayes estimation of probit choice models, both in the cross-sectional and 
    panel setting. 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 Markov chain Monte Carlo m
    ethods, 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, mvtnorm, oeli (>= 0.4.1), parallel,
        plotROC, progress, Rcpp, Rdpack, rlang, stats, utils, viridis
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, mlogit, testthat (>= 3.0.0)
Depends: R (>= 3.5.0)
RoxygenNote: 7.3.1
RdMacros: Rdpack
VignetteBuilder: knitr
LazyData: true
LazyDataCompression: xz
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2024-02-26 10:52:22 UTC; loelschlaeger@ad.uni-bielefeld.de
Author: Lennart Oelschläger [aut, cre]
    (<https://orcid.org/0000-0001-5421-9313>),
  Dietmar Bauer [aut] (<https://orcid.org/0000-0003-2920-7032>),
  Sebastian Büscher [ctb],
  Manuel Batram [ctb]
Maintainer: Lennart Oelschläger <oelschlaeger.lennart@gmail.com>
Repository: CRAN
Date/Publication: 2024-02-26 14:10:06 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2025-08-24 04:08:52 UTC; windows
Archs: x64
