1. New Procedures for Cox's Model with High Dimensional Predicotrs Open Access Author: Yu, Ye Title: New Procedures for Cox's Model with High Dimensional Predicotrs Graduate Program: Statistics Keywords: Cox's modelPartial Likelihoodultrahigh dimensional survival datamodel selection consistencyPenalized Likelihood File: Download Ye_Dissertation.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorMatthew Logan Reimherr, Committee MemberLingzhou Xue, Committee MemberLan Kong, Committee Member
2. 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
3. Topics on power enhancement in high-dimensional hypothesis tests Open Access Author: Yu, Xiufan Title: Topics on power enhancement in high-dimensional hypothesis tests Graduate Program: Statistics (PHD) Keywords: power enhancementhigh-dimensional testsmulti-factor pricing modelstwo-sample covariance testssimultaneous tests File: Download Xiufan-Dissertation.pdf Committee Members: Lingzhou Xue, Co-Chair & Dissertation AdvisorBing Li, Major Field MemberJingzhi Huang, Outside Unit & Field MemberRunze Li, Co-Chair & Dissertation AdvisorEphraim Hanks, Program Head/Chair