1. A probabilistic explanation of a natural phenomenon Open Access Author: Artemiou, Andreas A Title: A probabilistic explanation of a natural phenomenon Graduate Program: Statistics Keywords: Random Covariance MatrixPrincipal ComponentsRegressionCorrelationEigenpairsOrientationally Uniform DistributionDimension Reduction File: Download thesis_1.pdf Committee Members: Bing Li, Thesis Advisor/Co-AdvisorBing Li, Thesis Advisor/Co-Advisor
2. MIXTURE INFERENCE AT THE EDGE OF IDENTIFIABILITY Open Access Author: KIM, DAEYOUNG Title: MIXTURE INFERENCE AT THE EDGE OF IDENTIFIABILITY Graduate Program: Statistics Keywords: Local identifiabilityAsymptotic identifiabilityNonidentifiabilityFinite mixture modelsEstimation of parametersLabelling confidence File: Download Dissertation_DaeyoungKim_.pdf Committee Members: Bruce G Lindsay, Committee Chair/Co-ChairThomas P Hettmansperger, Committee MemberBing Li, Committee MemberJia Li, Committee MemberJames Z Wang, Committee Member
3. 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
4. Nonlinear Dimension Reduction in Feature Space Open Access Author: Wang, Yu Title: Nonlinear Dimension Reduction in Feature Space Graduate Program: Statistics Keywords: Dimension ReductionFeature Space File: Download NDRFS.pdf Committee Members: Bing Li, Committee Chair/Co-ChairFrancesca Chiaromonte, Committee MemberBruce G. Lindsay, Committee MemberHongyuan Zha, Committee Member