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. 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. TIME-VARYING EFFECT MODEL FOR STUDYING GROUP DIFFERENCE IN HEALTH BEHAVIOR Open Access Author: Yang, Songshan Title: TIME-VARYING EFFECT MODEL FOR STUDYING GROUP DIFFERENCE IN HEALTH BEHAVIOR Graduate Program: Statistics Keywords: Time varying-coefficient effect model File: Download Penn_State_University_Thesis.pdf Committee Members: Runze Li, Thesis Advisor/Co-AdvisorBing Li, Committee MemberMatthew Logan Reimherr, Committee Member
4. Nonparametric Estimation of Sufficient Forecasting with a Diverging Number of Factors Open Access Author: Yu, Xiufan Title: Nonparametric Estimation of Sufficient Forecasting with a Diverging Number of Factors Graduate Program: Statistics Keywords: factor modelforecastingprincipal componentshigh-dimensional predictorsnonparametric estimationpredictive inference File: Download MSThesis.pdf Committee Members: Runze Li, Thesis Advisor/Co-AdvisorLingzhou Xue, Thesis Advisor/Co-AdvisorBing Li, Committee MemberEphraim Mont Hanks, Committee Member
5. A Bayesian Segmented Linear Regression Model to Observe Breakfast Canyon Patterns in Honeybee Hive Weight Data Open Access Author: Yaukey, Francesca Title: A Bayesian Segmented Linear Regression Model to Observe Breakfast Canyon Patterns in Honeybee Hive Weight Data Graduate Program: Statistics (MS) Keywords: Segmented Linear RegressionBayesian StatisticsHoneybee EcologyMCMC AlgorithmTime Series File: Download Francesca_Thesis_Final_Version_3.pdf Committee Members: Ephraim Mont Hanks, Thesis Advisor/Co-AdvisorStephen Berg, Committee MemberBing Li, Professor in Charge/Director of Graduate StudiesStephen Berg, Thesis Advisor/Co-Advisor
