Other packages > Find by keyword >

Bayenet  

Robust Bayesian Elastic Net
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Bayenet", "0.3")



Attach the package and use:
library("Bayenet")
Maintained by
Xi Lu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-24
Latest Update: 2025-03-19
Description:
As heavy-tailed error distribution and outliers in the response variable widely exist, models which are robust to data contamination are highly demanded. Here, we develop a novel robust Bayesian variable selection method with elastic net penalty for quantile regression in genetic analysis. In particular, the spike-and-slab priors have been incorporated to impose sparsity. An efficient Gibbs sampler has been developed to facilitate computation.The core modules of the package have been developed in 'C++' and R.
How to cite:
Xi Lu (2023). Bayenet: Robust Bayesian Elastic Net. R package version 0.3, https://cran.r-project.org/web/packages/Bayenet. Accessed 15 Jul. 2026.
Previous versions and publish date:
0.1 (2023-05-24 11:00), 0.2 (2024-04-05 17:43), (2026-07-09 07:58)
Other packages that cited Bayenet R package
View Bayenet citation profile
Other R packages that Bayenet depends, imports, suggests or enhances
Complete documentation for Bayenet
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
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  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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