1. Variance-bias Trade-off in Generalized Linear Regression Models Open Access Author: Lin, Junyi Title: Variance-bias Trade-off in Generalized Linear Regression Models Graduate Program: Statistics Keywords: bias and variance tradeoffcovariate-adjusted approachgeneralized linear model File: Download MasterThesis_Junyi.pdf Committee Members: Dr Runze Li, Thesis Advisor/Co-AdvisorRunze Li, Thesis Advisor/Co-Advisor
2. Model Misspecification and Feature Screening for Ultrahigh Dimensional Data Open Access Author: Lin, Junyi Title: Model Misspecification and Feature Screening for Ultrahigh Dimensional Data Graduate Program: Statistics Keywords: Covariate-adjusted approach; generalized linear re File: Download JunyiLin-Dissertation.pdf Committee Members: Runze Li, Committee Chair/Co-ChairNaomi Altman, Committee MemberDebashis Ghosh, Committee MemberHunter David, Committee MemberPing Xu, Committee Member