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. Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data Open Access Author: Hui, Guodong Title: Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data Graduate Program: Statistics Keywords: non-normal directionquadratic distanceeigenanalysisFisher informationprojection pursuitmixture model File: Download phd_thesis_guodong_hui.pdf Committee Members: Bruce G Lindsay, Committee Chair/Co-ChairThomas P Hettmansperger, Committee MemberRunze Li, Committee MemberJesse Louis Barlow, Committee Member
3. LATENT CLASS ANALYSIS WITH INFORMATIVE PRIORS Open Access Author: Root, Tammy Lynn Title: LATENT CLASS ANALYSIS WITH INFORMATIVE PRIORS Graduate Program: Human Development and Family Studies Keywords: latent class analysissmall sampleidentificationBayesian methodologyinformative priors File: Download Root_dissertation_final.pdf Committee Members: Linda Marie Collins, Committee Chair/Co-ChairLeann L Birch, Committee MemberRunze Li, Committee MemberRhonda Belue, Committee Member
4. 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
5. Local Modeling For Data With Autocorrelations Open Access Author: Li, Yan Title: Local Modeling For Data With Autocorrelations Graduate Program: Statistics Keywords: MultivariateAutoregressionsNonoparametric modelsVariable Selection File: Download Yan_Li_Thesis.pdf Committee Members: Runze Li, Committee Chair/Co-ChairNaomi S Altman, Committee MemberDavid Russell Hunter, Committee MemberJingzhi Huang, Committee Member
6. 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
7. Essays in Financial Economics Open Access Author: Huang, Zhijian Title: Essays in Financial Economics Graduate Program: Business Administration Keywords: Asset pricingdata snoopingmarket efficiencyout-of-sample testbehavioral finance File: Download ZhijianHuang-Dissertation.pdf Committee Members: Jingzhi Huang, Committee Chair/Co-ChairJeremy Ko, Committee Chair/Co-ChairJean Helwege, Committee MemberRunze Li, Committee Member