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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:

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

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

Author:

Lin, Bo

Title:

A Protocol-Based, Inverse-Model-Driven Methodology for Building Auditing and Forward Energy Model Formulation

Graduate Program:

Architectural Engineering

Keywords:

Inverse model
energy model
calibration
measurement & verification
sub-metering
variable selection
benchmark
audit

File:

Download Bo_Lin_Dissertation_Final.pdf

Committee Members:

James Freihaut, Dissertation Advisor/Co-Advisor
Chinemelu Jidenka Anumba, Committee Member
Stephen James Treado, Committee Member
Runze Li, Committee Member

Author:

Xu, Zhuying

Title:

Locally Stationary Quantile Regression For Inflation and Interest Rates

Graduate Program:

Statistics

Keywords:

Locally stationary model; Nonparametric estimation; Quantile reg

File:

Download zhuying-Dissertation__1_.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Bing Li, Committee Member
Fuqing Zhang, Committee Member

Author:

Chu, Wanghuan

Title:

Feature Screening For Ultra-high Dimensional Longitudinal Data

Graduate Program:

Statistics

Keywords:

Feature screening
ultra-high dimensional data
longitudinal genetic study

File:

Download Chu_Thesis.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Matthew Reimherr, Committee Member
Lingzhou Xue, Committee Member
Donna Coffman, Outside Member

Author:

Li, Huihui

Title:

Nonparametric Identification and Estimation of k-Double Auctions

Graduate Program:

Economics

Keywords:

Double Auctions
Bargaining
Nonparametric Identification
Kernel Estimation
Boundary Correction

File:

Download Huihui-Dissertation.pdf

Committee Members:

Joris Pinkse, Dissertation Advisor/Co-Advisor
Joris Pinkse, Committee Chair/Co-Chair
Sung Jae Jun, Committee Member
Peter Newberry, Committee Member
Runze Li, Outside Member
Sung Jae Jun, Dissertation Advisor/Co-Advisor

Author:

Artemiou, Andreas A

Title:

Topics on Supervised and Unsupervised Dimension Reduction

Graduate Program:

Statistics

Keywords:

Unitary invariance
Regression
Kernel principal components
Sufficient Dimension Reduction
Support Vector Machines

File:

Download Dissertation_doc.pdf

Committee Members:

Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Michael Akritas, Committee Member
Francesca Chiaromonte, Committee Member
Adam Smith, Committee Member

Author:

Kai, Bo

Title:

Robust Nonparametric and Semiparametric Modeling

Graduate Program:

Statistics

Keywords:

Nonparametric Smoothing
Semiparametric Modeling
Robust Statistics
Quantile Regression

File:

Download PhDThesis_Bo_Kai.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
David R. Hunter, Committee Member
Damla Senturk, Committee Member
Vernon M. Chinchilli, Committee Member

Author:

Lin, Junyi

Title:

Model Misspecification and Feature Screening for Ultrahigh Dimensional Data

Graduate Program:

Statistics

Keywords:

Covariate-adjusted approach; generalized linear re

File:

Download JunyiLin-Dissertation.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
Naomi Altman, Committee Member
Debashis Ghosh, Committee Member
Hunter David, Committee Member
Ping Xu, Committee Member