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Start Over Degree PHD Committee Member Runze Li Committee Member Dennis Kon Jin Lin Keyword feature screening Keyword feature screening

1. feature screening and variable selection for ultrahigh dimensional data analysis

open_access
Open Access
Author:
Zhong, Wei
Title:
feature screening and variable selection for ultrahigh dimensional data analysis
Graduate Program:
Statistics
Keywords:
ultrahigh dimensionality
distance correlation
feature screening
sure screening property
variable selection
File:
Download PhD-Dissertation-Wei-Zhong-2012.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Dennis Kon Jin Lin, Committee Member
Jingzhi Huang, Committee Member

2. Statistical Methods for Different Ultrahigh Dimensional Models

open_access
Open Access
Author:
Liu, Jingyuan
Title:
Statistical Methods for Different Ultrahigh Dimensional Models
Graduate Program:
Statistics
Keywords:
ultrahigh dimension
varying coefficient model
partially linear model
feature screening
File:
Download dissertation_w_vita.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Dennis Kon Jin Lin, Committee Member
Liwang Cui, Special Member