Other packages > Find by keyword >

pqrBayes  

Bayesian Penalized Quantile Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pqrBayes", "1.2.0")



Attach the package and use:
library("pqrBayes")
Maintained by
Cen Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-09-14
Latest Update: 2025-07-25
Description:
The quantile varying coefficient model is robust to data heterogeneity, outliers and heavy-tailed distributions in the response variable due to the check loss function in quantile regression. In addition, it can flexibly model the dynamic pattern of regression coefficients through nonparametric varying coefficient functions. Although high dimensional quantile varying coefficient model has been examined extensively in the frequentist framework, the corresponding Bayesian variable selection methods have rarely been developed. In this package, we have implemented the Gibbs samplers of the penalized Bayesian quantile varying coefficient model with the spike-and-slab priors [Zhou et al.(2023)]. The Markov Chain Monte Carlo (MCMC) algorithms of the proposed and alternative models can be efficiently performed by using the package.
How to cite:
Cen Wu (2023). pqrBayes: Bayesian Penalized Quantile Regression. R package version 1.2.0, https://cran.r-project.org/web/packages/pqrBayes. Accessed 10 Jun. 2026.
Previous versions and publish date:
1.0.2 (2023-09-14 20:50), 1.0.3 (2024-12-21 10:20), 1.0.4 (2025-01-25 01:00), 1.0.5 (2025-02-05 11:50), 1.1.0 (2025-02-17 01:10), 1.1.1 (2025-02-24 00:30), 1.1.2 (2025-04-01 05:00), 1.1.3 (2025-05-15 07:00), 1.1.4 (2025-07-26 01:20), 1.2.0 (2025-12-08 01:00), 1.2.1 (2026-03-14 23:20)
Other packages that cited pqrBayes R package
View pqrBayes citation profile
Other R packages that pqrBayes depends, imports, suggests or enhances
Complete documentation for pqrBayes
Functions, R codes and Examples using the pqrBayes R package
Some associated functions: data . pqrBayes-package . pqrBayes . predict.pqrBayes . print.VCselect . print.pqrBayes . print.pqrBayes.pred . select.VC . 
Some associated R codes: RcppExports.R . data.R . pqrBayes-package.R . pqrBayes.R . predict.pqrBayes.R . print.pqrBayes.R . select.VC.R .  Full pqrBayes package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

mcompanion  
Objects and Methods for Multi-Companion Matrices
Provides a class for multi-companion matrices with methods for arithmetic and factorization. A m ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hagis  
Analysis of Plant Pathogen Pathotype Complexities, Distributions and Diversity
Analysis of plant pathogen pathotype survey data. Functions provided calculate distribution of sus ...
Download / Learn more Package Citations See dependency  
seeclickfixr  
Access Data from the SeeClickFix Web API
Provides a wrapper to access data from the SeeClickFix web API for R. SeeClickFix is a central plat ...
Download / Learn more Package Citations See dependency  
sparseR  
Variable Selection under Ranked Sparsity Principles for Interactions and Polynomials
An implementation of ranked sparsity methods, including penalized regression methods such as the spa ...
Download / Learn more Package Citations See dependency  
cmvnorm  
The Complex Multivariate Gaussian Distribution
Various utilities for the complex multivariate Gaussian distribution and complex Gaussian processes. ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA