Robust Bayesian high-dimensional variable selection and inference with the horseshoe family of priors

Kun Fan, Srijana Subedi, Vishmi Ridmika Dissanayake Pathiranage +1

Frequentist robust variable selection has been extensively investigated in high-dimensional regression. Despite success, developing the corresponding statistical inference procedur…