1. THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES Open Access Author: Li, Jiahan Title: THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES Graduate Program: Statistics Keywords: lassovariable selectionBayesian approachhigh-dimensional data File: Download JiahanLi-Dissertation.pdf Committee Members: Rongling Wu, Dissertation Advisor/Co-AdvisorRongling Wu, Committee Chair/Co-ChairRunze Li, Committee Chair/Co-ChairBruce G Lindsay, Committee MemberTao Yao, Committee Member