A review of Bayesian group selection approaches for linear regression models

DOI10.1002/wics.1513zbMath1544.62087MaRDI QIDQ6602118

Ray-Bing Chen, Wei-Ting Lai

Publication date: 11 September 2024

Published in: Wiley Interdisciplinary Reviews. WIREs Computational Statistics (Search for Journal in Brave)

zbMATH Keywords

Bayesian LassoBayesian indicator selectionsparse group

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

Cites Work

• Unnamed Item
• Unnamed Item
• Bayesian variable selection and estimation for group Lasso
• Stochastic matching pursuit for Bayesian variable selection
• Variable selection in nonparametric additive models
• Nonparametric regression using Bayesian variable selection
• Optimal predictive model selection.
• Support union recovery in high-dimensional multivariate regression
• Penalized regression, standard errors, and Bayesian Lassos
• Bayesian Variable Selections for Probit Models with Componentwise Gibbs Samplers
• The Bayesian Lasso
• Model Selection and Estimation in Regression with Grouped Variables
• A selective review of group selection in high-dimensional models

This page was built for publication: A review of Bayesian group selection approaches for linear regression models