1. Variable Selection in Robust Linear Models Open Access Author: Kai, Bo Title: Variable Selection in Robust Linear Models Graduate Program: Statistics Keywords: robust regressionlinear modelsvariable selectionSS penaltyoracle property File: Download MSThesis_Bo.pdf Committee Members: Runze Li, Thesis Advisor/Co-AdvisorRunze Li, Thesis Advisor/Co-Advisor
2. Dimension Reduction for the Conditional Kth Moment via Central Solution Space Open Access Author: Dong, Yuexiao Title: Dimension Reduction for the Conditional Kth Moment via Central Solution Space Graduate Program: Statistics Keywords: dimension reduction spacecentral spacecentral solution spacecentral kth moment solution spacecentral kth moment space File: Download dong_master.pdf Committee Members: Bing Li, Thesis Advisor/Co-AdvisorBing Li, Thesis Advisor/Co-AdvisorRunze Li, Thesis Advisor/Co-Advisor
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