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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

Author:

Chu, Wanghuan

Title:

New screening procedure for ultrahigh dimensional varying-coefficient model in longitudinal data analysis

Graduate Program:

Statistics

Keywords:

feature screening
varying-coefficient model
ultrahigh dimensionality
longitudinal data analysis
CAMP

File:

Download MSThesis_Wanghuan_Chu.pdf

Committee Members:

Runze Li, Thesis Advisor/Co-Advisor
Matthew Logan Reimherr, Thesis Advisor/Co-Advisor