1. Feature Screening in Ultra-high Dimensional Survival Data Analysis Open Access Author: Sun, Wei Title: Feature Screening in Ultra-high Dimensional Survival Data Analysis Graduate Program: Statistics Keywords: Cox’s modelfeature screeningLASSOSCADultra-high dimensional survival data analysisGail-Simon test File: Download THESIS__final.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorYu Zhang, Committee MemberQunhua Li, Committee MemberArthur Steven Berg, Special Member
2. Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics Open Access Author: Liu, Yang Title: Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics Graduate Program: Statistics Keywords: Data integrationGenomicsOrdinary least squaresStructured dataSufficient dimension reductionVariable selection File: Download YangLiu-Dissertation_081615.pdf Committee Members: Francesca Chiaromonte, Dissertation Advisor/Co-AdvisorFrancesca Chiaromonte, Committee Chair/Co-ChairBing Li, Committee MemberRunze Li, Committee MemberYu Zhang, Committee MemberMary Poss, Committee Member
