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. 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
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. 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
5. New screening procedure for ultrahigh dimensional varying-coefficient model in longitudinal data analysis Open Access Author: Chu, Wanghuan Title: New screening procedure for ultrahigh dimensional varying-coefficient model in longitudinal data analysis Graduate Program: Statistics Keywords: feature screeningvarying-coefficient modelultrahigh dimensionalitylongitudinal data analysisCAMP File: Download MSThesis_Wanghuan_Chu.pdf Committee Members: Runze Li, Thesis Advisor/Co-AdvisorMatthew Logan Reimherr, Thesis Advisor/Co-Advisor
6. A New Variable Screening Procedure for COX'S Model Open Access Author: Yu, Ye Title: A New Variable Screening Procedure for COX'S Model Graduate Program: Statistics Keywords: screeningCOX's modelhigh dimensionaliterative procedure File: Download MS_final_YeYU_1202.pdf Committee Members: Runze Li, Thesis Advisor/Co-Advisor
7. 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
8. 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
9. An Exploration of Mixed Effects Models for Analysis of Infant Weight Gain Trajectories Open Access Author: Sheen, Emily Marie Title: An Exploration of Mixed Effects Models for Analysis of Infant Weight Gain Trajectories Graduate Program: Statistics Keywords: generalized linear mixed modelsstatisticsbiostatisticsmicrobiomeINSIGHTmixed effects random forest File: Download EmilySheen-MS-Thesis.pdf Committee Members: Matthew Logan Reimherr, Thesis Advisor/Co-AdvisorEphraim Mont Hanks, Committee MemberRunze Li, Committee Member
10. Rerandomization in Fractional Factorial Experiments Open Access Author: Seng, Bibiana Title: Rerandomization in Fractional Factorial Experiments Graduate Program: Statistics (MS) Keywords: Design of ExperimentsRerandomizationApplied StatisticsFactorial Experiments File: Download BES_Masters_Thesis_Update.pdf Committee Members: Kari Lock Morgan, Thesis Advisor/Co-AdvisorRunze Li, Committee MemberEphraim Mont Hanks, Program Head/Chair