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Start Over Graduate Program Statistics Degree PHD Committee Member Runze Li Committee Member Lan Kong

1. New Procedures for Cox's Model with High Dimensional Predicotrs

open_access
Open Access
Author:
Yu, Ye
Title:
New Procedures for Cox's Model with High Dimensional Predicotrs
Graduate Program:
Statistics
Keywords:
Cox's model
Partial Likelihood
ultrahigh dimensional survival data
model selection consistency
Penalized Likelihood
File:
Download Ye_Dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Member
Lingzhou Xue, Committee Member
Lan Kong, Committee Member

2. Projection Test for High-dimensional Mean Vectors with Optimal Direction

open_access
Open Access
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

3. New Statistical Procedures for Analysis of HIV Data and High Dimensional Data

open_access
Open Access
Author:
Ye, Jingyi
Title:
New Statistical Procedures for Analysis of HIV Data and High Dimensional Data
Graduate Program:
Statistics
Keywords:
HIV
prevalence and incidence
incidence assay data
refitted cross-validation
high dimension data
varying coefficient model
varying error variance
File:
Download Jingyi_Ye-_final_dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Le Bao, Committee Member
Zhibiao Zhao, Committee Member
Lan Kong, Outside Member

4. Statistical Inference with Corrupted Data

open_access
Open Access
Author:
Li, Mengyan
Title:
Statistical Inference with Corrupted Data
Graduate Program:
Statistics
Keywords:
Measurement error model
Efficient score method
Semiparametric regression
High dimensional inference
Nonignorable missing data
Statistical inference
File:
Download Dissertation_Mengyan_final.pdf
Committee Members:
Yanyuan Ma, Dissertation Advisor/Co-Advisor
Yanyuan Ma, Committee Chair/Co-Chair
Michael G Akritas, Committee Member
Bing Li, Committee Member
Lan Kong, Outside Member
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Ephraim Mont Hanks, Program Head/Chair