1. New Statistical Tools for High-dimensional Data Modeling Open Access Author: Liu, Wanjun Title: New Statistical Tools for High-dimensional Data Modeling Graduate Program: Statistics Keywords: High-dimensional dataHypothesis testingFeature screeningRegularized method File: Download Wanjun_Dissertation.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairLingzhou Xue, Committee MemberXingyuan Fang, Committee MemberTao Yao, Outside Member