Variational approximate penalized credible regions for Bayesian grouped regression

Weichang Yu, Khue-Dung Dang

We develop a fast and accurate grouped penalized credible region approach for variable selection and prediction in Bayesian high-dimensional regression. Most existing Bayesian meth…