1. feature screening and variable selection for ultrahigh dimensional data analysis Open Access Author: Zhong, Wei Title: feature screening and variable selection for ultrahigh dimensional data analysis Graduate Program: Statistics Keywords: ultrahigh dimensionalitydistance correlationfeature screeningsure screening propertyvariable selection File: Download PhD-Dissertation-Wei-Zhong-2012.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairBruce G Lindsay, Committee MemberDennis Kon Jin Lin, Committee MemberJingzhi Huang, Committee Member
2. Nonparametric Independence Screening And Test-based Screening Via The Variance Of The Regression Function Open Access Author: Song, Won Chul Title: Nonparametric Independence Screening And Test-based Screening Via The Variance Of The Regression Function Graduate Program: Statistics Keywords: Sure independence screeningtest-based screeningUltrahigh dimensionality File: Download WonchulSong_Dissertation.pdf Committee Members: Michael G Akritas, Dissertation Advisor/Co-AdvisorRunze Li, Committee MemberDennis Kon Jin Lin, Committee MemberJingzhi Huang, Special Member
