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Author:

Wang, Qing

Title:

Investigation of topics in U-statistics and their applications in risk estimation and cross-validation

Graduate Program:

Statistics

Keywords:

cross-validation
kernel estimator
likelihood risk
model selection
partition resampling
variance estimation
U-statistics

File:

Download PhDThesis_Qing.pdf

Committee Members:

Bruce G. Lindsay, Dissertation Advisor/Co-Advisor
Bruce G. Lindsay, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
David Russell Hunter, Committee Member
Rongling Wu, Committee Member

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

Author:

Wang, Ningtao

Title:

A Block Mixture Model To Map Eqtls For Gene Clustering

Graduate Program:

Statistics

Keywords:

block mixture model
eQTL
gene cluster

File:

Download Ningtao_Wang-Dissertation.pdf

Committee Members:

Rongling Wu, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
Lingzhou Xue, Committee Member
John Edward Carlson, Committee Member

Author:

Wang, Xingyan

Title:

Statistical Methods for Aggregating Trans-Ancestry Genome Wide Association Summary Statistics & Its Applications to Nicotine & Alcohol Addiction Phenotypes

Graduate Program:

Biostatistics (PHD)

Keywords:

Trans-Ancestry
Meta-Analysis
GWAS
Smoking and Drinking addiction
Admixed Population
Fine-mapping
TWAS
Gene Set Enrichment Analysis

File:

No files available due to restrictions.

Committee Members:

Dajiang Liu, Chair & Dissertation Advisor
Jennifer Nyland, Outside Unit Member
Vernon Chinchilli, Major Field Member
Joshua Muscat, Outside Field Member
Rongling Wu, Major Field Member
Arthur Berg, Professor in Charge/Director of Graduate Studies

Author:

Wang, Jia

Title:

Topics on Variable Selection in High-Dimensional Data

Graduate Program:

Statistics (PHD)

Keywords:

Bayesian variable selection
High-dimensional data
Network analysis
Partially linear model
Time-varying network model

File:

Download Jia-Dissertation.pdf

Committee Members:

Lingzhou Xue, Major Field Member
David Hunter, Major Field Member
Rongling Wu, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Hanks, Program Head/Chair