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Start Over Graduate Program Statistics Degree PHD Year 2015 Committee Member Runze Li

1. Dynamic Models for Intensive Longitudinal Data: New Models, Statistical Procedures, and Applications

open_access
Open Access
Author:
Trail, Jessica Brooke
Title:
Dynamic Models for Intensive Longitudinal Data: New Models, Statistical Procedures, and Applications
Graduate Program:
Statistics
Keywords:
intensive longitudinal data
dynamic systems
time-varying effects
File:
Download JessicaTrailDissertation3.pdf
Committee Members:
Linda Marie Collins, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
John Fricks, Committee Member
Donna Coffman, Committee Member

3. 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

4. Semiparametric Analysis of Failure Time Data in the Presence of Dependent Censoring

open_access
Open Access
Author:
Cho, Youngjoo
Title:
Semiparametric Analysis of Failure Time Data in the Presence of Dependent Censoring
Graduate Program:
Statistics
Keywords:
Bivariate Data
Failure Times
Perturbation Method
Resampling
U-statistics
Causal Inference
Observational Study
File:
Download Youngjoo_Cho-Dissertation.pdf
Committee Members:
Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Runze Li, Committee Member
Christopher Jon Zorn, Committee Member

5. 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

6. Inference of Gene Regulatory Network Based on Gene Expression Dynamics in Response to Environmental Signals

open_access
Open Access
Author:
Wang, Yaqun
Title:
Inference of Gene Regulatory Network Based on Gene Expression Dynamics in Response to Environmental Signals
Graduate Program:
Statistics
Keywords:
Gene Regulatory Network
Gene Expression
Gene Cluster
DBN
Ordinary Differential Equation
Gene-Environment Interaction
File:
Download YaqunWang-Dissertation_Final.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Zhibiao Zhao, Committee Member
Donna Coffman, Committee Member

8. Nonparametric Independence Screening And Test-based Screening Via The Variance Of The Regression Function

open_access
Open Access
Author:
Song, Won Chul
Title:
Nonparametric Independence Screening And Test-based Screening Via The Variance Of The Regression Function
Graduate Program:
Statistics
Keywords:
Sure independence screening
test-based screening
Ultrahigh dimensionality
File:
Download WonchulSong_Dissertation.pdf
Committee Members:
Michael G Akritas, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Dennis Kon Jin Lin, Committee Member
Jingzhi Huang, Special Member

9. Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics

open_access
Open Access
Author:
Liu, Yang
Title:
Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics
Graduate Program:
Statistics
Keywords:
Data integration
Genomics
Ordinary least squares
Structured data
Sufficient dimension reduction
Variable selection
File:
Download YangLiu-Dissertation_081615.pdf
Committee Members:
Francesca Chiaromonte, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Committee Chair/Co-Chair
Bing Li, Committee Member
Runze Li, Committee Member
Yu Zhang, Committee Member
Mary Poss, Committee Member