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 08 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

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ODMeans  
OD-Means: k-Means for Origin-Destination
OD-means is a hierarchical adaptive k-means algorithm based on origin-destination pairs. In the fir ...
Download / Learn more Package Citations See dependency  
geofacet  
'ggplot2' Faceting Utilities for Geographical Data
Provides geographical faceting functionality for 'ggplot2'. Geographical faceting arranges a sequen ...
Download / Learn more Package Citations See dependency  
FluMoDL  
Influenza-Attributable Mortality with Distributed-Lag Models
Functions to estimate the mortality attributable to influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency  
penppml  
Penalized Poisson Pseudo Maximum Likelihood Regression
A set of tools that enables efficient estimation of penalized Poisson Pseudo Maximum Likelihood reg ...
Download / Learn more Package Citations See dependency  
AdvBinomApps  
Upper Clopper-Pearson Confidence Limits for Burn-in Studies under Additional Available Information
Functions to compute upper Clopper-Pearson confidence limits of early life failure probabilities and ...
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