Package: GUD
Title: Bayesian Modal Regression Based on the GUD Family
Version: 1.0.0
Authors@R: c(
    person("Qingyang", "Liu", email = "qingyang@email.sc.edu", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-3265-6330")),
    person("Xianzheng", "Huang", email = "huang@stat.sc.edu", role = "aut", comment = c(ORCID = "0000-0001-7077-0869")),
    person("Ray", "Bai", email = "rbai@mailbox.sc.edu", role = "aut", comment = c(ORCID = "0000-0002-7190-7844")))
Description: Provides probability density functions and sampling algorithms for three key distributions from the General Unimodal Distribution (GUD) family: the Flexible Gumbel (FG) distribution, the Double Two-Piece (DTP) Student-t distribution, and the Two-Piece Scale (TPSC) Student-t distribution. Additionally, this package includes a function for Bayesian linear modal regression, leveraging these three distributions for model fitting. The details of the Bayesian modal regression model based on the GUD family can be found at Liu, Huang, and Bai (2022) <doi:10.1016/j.csda.2024.108012>.
URL: https://github.com/rh8liuqy/Bayesian_modal_regression
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.1
Biarch: true
Depends: R (>= 3.4.0)
Imports: methods, Rcpp (>= 0.12.0), RcppParallel (>= 5.0.1), rstan (>=
        2.18.1), rstantools (>= 2.4.0), posterior (>= 1.5.0), Rdpack
        (>= 2.6)
LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0),
        RcppParallel (>= 5.0.1), rstan (>= 2.18.1), StanHeaders (>=
        2.18.0)
Suggests: MASS, lattice, bayesplot (>= 1.11.1), loo (>= 2.7.0), knitr,
        rmarkdown
RdMacros: Rdpack
SystemRequirements: GNU make
LazyData: true
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2024-06-29 03:59:42 UTC; kevin_liu
Author: Qingyang Liu [aut, cre] (<https://orcid.org/0000-0003-3265-6330>),
  Xianzheng Huang [aut] (<https://orcid.org/0000-0001-7077-0869>),
  Ray Bai [aut] (<https://orcid.org/0000-0002-7190-7844>)
Maintainer: Qingyang Liu <qingyang@email.sc.edu>
Repository: CRAN
Date/Publication: 2024-06-29 04:30:02 UTC
Built: R 4.3.3; aarch64-apple-darwin20; 2024-06-29 08:15:57 UTC; unix
Archs: GUD.so.dSYM
