Bayesian Variable Selection Under High-dimensional Settings With Grouped Covariates

Pranay Agarwal, Subhajit Dutta, Minerva Mukhopadhyay

Consider the normal linear regression setup when the number of covariates p is much larger than the sample size n, and the covariates form correlated groups. The response variable…