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. 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