1. 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
2. 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
3. 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