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. MEASURES OF AGREEMENT IN METHOD COMPARISON STUDIES FOR INTENSIVE LONGITUDINAL DATA Open Access Author: Yoo, Mina Title: MEASURES OF AGREEMENT IN METHOD COMPARISON STUDIES FOR INTENSIVE LONGITUDINAL DATA Graduate Program: Statistics Keywords: concordance correlation coefficientvarying coefficient modelspartially linear modelsmixed effects modelsmeasurement agreementintensive longitudinal data File: Download MinaYoo-Dissertation.pdf Committee Members: Dr Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairMosuk Chow, Committee Chair/Co-ChairNaomi S Altman, Committee MemberVernon Michael Chinchilli, Committee Member
3. Conditional Quantile Estimation with Neural Network Structure Open Access Author: Feng, Yijia Title: Conditional Quantile Estimation with Neural Network Structure Graduate Program: Statistics Keywords: Nonparametric RegressionQuantile RegressionNeural NetworkRobust Estimation File: Download ms_Feng.pdf Committee Members: Dr Runze Li, Thesis Advisor/Co-AdvisorRunze Li, Thesis Advisor/Co-Advisor