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 (2024) <doi:10.1016/j.csda.2024.108012>.
Version: 1.0.2 Depends: R (≥ 3.4.0) Imports: methods, Rcpp (≥ 1.0.12), RcppParallel (≥ 5.0.1), rstan (≥ 2.32.6), rstantools (≥ 2.4.0), posterior (≥ 1.5.0), Rdpack (≥ 2.6) LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 1.0.12), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.32.6), StanHeaders (≥ 2.32.0) Suggests: MASS, lattice, bayesplot (≥ 1.11.1), loo (≥ 2.7.0), knitr, rmarkdown Published: 2024-07-01 DOI: 10.32614/CRAN.package.GUD Author: Qingyang Liu [aut, cre], Xianzheng Huang [aut], Ray Bai [aut] Maintainer: Qingyang Liu <qingyang at email.sc.edu> License: GPL (≥ 3) URL: https://github.com/rh8liuqy/Bayesian_modal_regression NeedsCompilation: yes SystemRequirements: GNU make Citation: GUD citation info Materials: README NEWS CRAN checks: GUD results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=GUD to link to this page.
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