1. New Models For Conditional Covariance Matrix Open Access Author: Zhang, Ying Title: New Models For Conditional Covariance Matrix Graduate Program: Statistics Keywords: covariance estimationsmoothing splineCholesky decompositionlocal linear regressionsemi-parametric regression File: Download Thesis_Ying.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairBing Li, Committee MemberZhibiao Zhao, Committee MemberQiang Du, Committee Member
2. Procedures for Feature Screening and Interaction Identification in High-dimensional Data Modelling Open Access Author: Zhang, Ling Title: Procedures for Feature Screening and Interaction Identification in High-dimensional Data Modelling Graduate Program: Statistics Keywords: Sure Joint ScreeningFeature ScreeningInteraction Identification``King'' VariableInteraction TypesIteratively Kings' ForestsFeature ScreeningInteraction IdentificationIteratively Kings' ForestsSure Joint ScreeningCox Model File: Download Dissertation_of_Ling_Zhang.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairZhibiao Zhao, Committee MemberYanyuan Ma, Committee MemberRongling Wu, Outside Member
