Bayesian Group Selection in Logistic Regression with Application to MRI Data Analysis

Kyoungjae Lee, Xuan Cao

We consider Bayesian logistic regression models with group-structured covariates. In high-dimensional settings, it is often assumed that only small portion of groups are significan…