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spexvb

Parameter Expanded Variational Bayes for High-Dimensional Linear Regression

v0.1.0 · Feb 17, 2026 · MIT + file LICENSE

Description

Implements a parameter expanded variational Bayes algorithm for linear regression models with high-dimensional variable selection. The methodology utilizes spike-and-slab priors to perform simultaneous estimation and selection. Details can be found in Olejua et al. (2024) <doi:10.21203/rs.3.rs-7208847/v1>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies Rcpp glmnet caret foreach spexvb

Version History

new 0.1.0 Mar 9, 2026