1. NEW STATISTICAL ANALYTIC TOOLS FOR HIGH DIMENSIONAL DATA Open Access Author: Yang, Songshan Title: NEW STATISTICAL ANALYTIC TOOLS FOR HIGH DIMENSIONAL DATA Graduate Program: Statistics Keywords: High Dimensional DataFeature ScreeningStatistical Inference File: Download YourName-Dissertation.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairBing Li, Committee MemberMatthew Logan Reimherr, Committee MemberJingzhi Huang, Outside Member