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Author:

Sheng, Tianhong

Title:

Statistical Learning with Conditional Independence and Graphical Models

Graduate Program:

Statistics (PHD)

Keywords:

Conditional Independence
Graphical Models
Reproducing Kernel Hilbert Spaces
Cross-validation

File:

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Committee Members:

Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies
David Hunter, Major Field Member
Bharath Kumar Sriperumbudur, Co-Chair & Dissertation Advisor
Rongling Wu, Outside Unit & Field Member
Bing Li, Co-Chair & Dissertation Advisor

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:

Cui, Shijie

Title:

Statistical Inference for High Dimensional Models

Graduate Program:

Statistics (PHD)

Keywords:

statistics
statistical inference
high dimension
partially linear single index
matrix
rank
double robust
measurement error
misspecified
sparse SVD

File:

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Committee Members:

Lingzhou Xue, Major Field Member
Yanyuan Ma, Major Field Member
Rongling Wu, Outside Unit & Field Member
Bing Li, Major Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies

Author:

Zhao, Ye Alex

Title:

Tests of Hypotheses on Regression Coefficients in High-Dimensional Regression Models

Graduate Program:

Statistics (PHD)

Keywords:

high-dimensional inference
regression coefficient testing
hypothesis testing

File:

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Committee Members:

Ephraim Hanks, Professor in Charge/Director of Graduate Studies
Rongling Wu, Outside Unit & Field Member
Le Bao, Major Field Member
Runze Li, Chair & Dissertation Advisor
Ethan Fang, Major Field Member