Package: RprobitB
Type: Package
Title: Bayesian Probit Choice Modeling
Version: 2.0.1
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")))
Description: Fits Bayesian probit models for binary, multinomial,
        ordered, and ranked choices in cross-sectional and panel data.
        Correlated or uncorrelated normal and log-normal random
        coefficients, finite mixtures, sparse finite mixtures, and
        Dirichlet process mixtures describe preference heterogeneity.
        Multiple Gibbs chains produce posterior draws for diagnostics
        and choice prediction. Choice data can be supplied as a data
        frame or simulated from the requested specification. For an
        overarching treatment of the methodology, see Oelschlaeger
        (2026) <https://pub.uni-bielefeld.de/record/3014719>. The
        latent-class model is described in 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
Language: en-US
Imports: bayesplot, bridgesampling, checkmate, choicedata (>= 0.2.1),
        cli, Formula, future.apply, ggplot2, loo, oeli (>= 0.7.9),
        posterior, progressr, Rdpack, Rcpp, stats
LinkingTo: oeli (>= 0.7.9), Rcpp, RcppArmadillo, testthat
Suggests: AER, gridExtra, knitr, MASS, mlogit, plotROC, rmarkdown,
        testthat (>= 3.0.0), xml2
RdMacros: Rdpack
Depends: R (>= 4.1.0)
Roxygen: list(markdown = TRUE)
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://loelschlaeger.r-universe.dev
Date/Publication: 2026-10-29 15:37:26 UTC
RemoteUrl: https://github.com/loelschlaeger/rprobitb
RemoteRef: HEAD
RemoteSha: bc0c36381943fe238f8ecd115d724bff5051fd1d
NeedsCompilation: yes
Packaged: 2026-10-29 17:43:47 UTC; root
Author: Lennart Oelschläger [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-5421-9313>),
  Dietmar Bauer [aut] (ORCID: <https://orcid.org/0000-0003-2920-7032>)
Maintainer: Lennart Oelschläger <oelschlaeger.lennart@gmail.com>