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Author:

Huang, Yuan

Title:

Projection Test for High-dimensional Mean Vectors with Optimal Direction

Graduate Program:

Statistics

Keywords:

High-dimensional data
Hotelling's T2 test
Projection test
One-sample problem
Two-sample problem

File:

Download YuanHuang_FinalVersion.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Naomi S Altman, Committee Member
Lan Kong, Committee Member
Aleksandra B Slavkovic, Committee Member

Author:

Li, Changcheng

Title:

Topics in High-dimensional Statistical Inference

Graduate Program:

Statistics

Keywords:

Hotelling T2 test
Multiple sample mean test
Projection test
Two-sample mean test
Causal structural learning
Causal discovery
Causal graphical models
D-separation set
Generalized Method of Moments

File:

Download ChangchengLi-Dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
Xingyuan Fang, Committee Member
Tao Yao, Outside Member