1. PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH Open Access Author: Dziak, John Joseph Title: PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH Graduate Program: Statistics Keywords: SCADLASSOQIFGEEgeneralized estimating equationsvariable selection File: Download DziakDissertation.pdf Committee Members: Runze Li, Committee Chair/Co-ChairNaomi S Altman, Committee MemberBing Li, Committee MemberLinda Marie Collins, Committee Member
2. Regularization Parameter Selection for Variable Selection in High-dimensional Modelling Open Access Author: Zhang, Yiyun Title: Regularization Parameter Selection for Variable Selection in High-dimensional Modelling Graduate Program: Statistics Keywords: GLIMLASSOPenalized LikelihoodSCADVariable Selection File: Download yiyun_phd_final.pdf Committee Members: Prof Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairBing Li, Committee MemberDavid Russell Hunter, Committee MemberVernon Michael Chinchilli, Committee Member
3. 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
