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Start Over Degree PHD Committee Member Runze Li Keyword feature screening Keyword feature screening Access Level open_access

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