Package: RprobitB
Type: Package
Title: Bayesian Probit Choice Modeling
Version: 1.1.2
Date: 2022-11-06
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, and places a special focus on modeling heterogeneity of 
    choice behavior among deciders. The main functionality includes model 
    fitting via Markov chain Monte Carlo methods, 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 scheme. 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/
BugReports: https://github.com/loelschlaeger/RprobitB/issues
License: GPL-3
Encoding: UTF-8
Imports: Rcpp, mvtnorm, viridis, ggplot2, rlang, mixtools, doSNOW,
        foreach, progress, gridExtra, crayon, plotROC, MASS, cli
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown, mlogit, testthat (>= 3.0.0), covr
Depends: R (>= 3.5.0)
RoxygenNote: 7.2.1
VignetteBuilder: knitr
LazyData: true
LazyDataCompression: xz
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2022-11-06 16:21:08 UTC; Lennart
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: 2022-11-06 17:40:10 UTC
Built: R 4.1.3; x86_64-w64-mingw32; 2023-04-17 19:24:43 UTC; windows
Archs: i386, x64
