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GUD  

Bayesian Modal Regression Based on the GUD Family
View on CRAN: Click here


Download and install GUD package within the R console
Install from CRAN:
install.packages("GUD")

Install from Github:
library("remotes")
install_github("cran/GUD")

Install by package version:
library("remotes")
install_version("GUD", "1.0.2")



Attach the package and use:
library("GUD")
Maintained by
Qingyang Liu
[Scholar Profile | Author Map]
First Published: 2024-05-27
Latest Update: 2024-05-27
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:10.48550/arXiv.2211.10776>.
How to cite:
Qingyang Liu (2024). GUD: Bayesian Modal Regression Based on the GUD Family. R package version 1.0.2, https://cran.r-project.org/web/packages/GUD. Accessed 17 Feb. 2025.
Previous versions and publish date:
0.0.5 (2024-05-27 20:10), 1.0.0 (2024-06-29 06:30)
Other packages that cited GUD R package
View GUD citation profile
Other R packages that GUD depends, imports, suggests or enhances
Complete documentation for GUD
Functions, R codes and Examples using the GUD R package
Full GUD package functions and examples
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