1. New Statistical Tools for Independence and Conditional Independence Open Access Author: Cai, Zhanrui Title: New Statistical Tools for Independence and Conditional Independence Graduate Program: Statistics Keywords: Online leaerningdimension reductiontest of independencetest of conditional independencecausal discovery File: Download Zhanrui.pdf Committee Members: Bharath Kumar Sriperumbudur, Major Field MemberYanyuan Ma, Major Field MemberBing Li, Major Field MemberMing Wang, Outside Unit & Field MemberRunze Li, Chair & Dissertation AdvisorEphraim Mont Hanks, Program Head/Chair