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Author:

Zhang, Yiyun

Title:

Regularization Parameter Selection for Variable Selection in High-dimensional Modelling

Graduate Program:

Statistics

Keywords:

GLIM
LASSO
Penalized Likelihood
SCAD
Variable Selection

File:

Download yiyun_phd_final.pdf

Committee Members:

Prof Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
David Russell Hunter, Committee Member
Vernon Michael Chinchilli, Committee Member

Author:

Feng, Yijia

Title:

Conditional Quantile Estimation with Neural Network Structure

Graduate Program:

Statistics

Keywords:

Nonparametric Regression
Quantile Regression
Neural Network
Robust Estimation

File:

Download ms_Feng.pdf

Committee Members:

Dr Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

Author:

Jiang, Yuejiao

Title:

Estimation and forecasting methodologies for nonparametric regression models via dynamic linear models

Graduate Program:

Statistics

Keywords:

nonparametric regression models
dynamic linear models

File:

Download YuejiaoJiangdissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Jingzhi Huang, Committee Member
Murali Haran, Committee Member
Aleksandra B Slavković, Committee Member
Runze Li, Committee Chair/Co-Chair

Author:

Wan, Yuanyuan

Title:

INTEGRATION BASED METHODS FOR ECONOMETRIC MODELS

Graduate Program:

Economics

Keywords:

cube root
Integration based methods
moment inequality

File:

Download YuanyuanWan_dissertation.pdf

Committee Members:

Joris Pinkse And Sung Jae Jun, Dissertation Advisor/Co-Advisor
Joris Pinkes, Committee Chair/Co-Chair
Sung Jae Jun, Committee Chair/Co-Chair
Herman J Bierens, Committee Member
Runze Li, Committee Member

Author:

Yang, Yi

Title:

Towards Compromise Resilient Wireless Sensor Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Computer Science
Sensor Networks
Security
Node Compromise

File:

Download YiYang-Dissertation.pdf

Committee Members:

Sencun Zhu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Guohong Cao, Committee Member
Trent Ray Jaeger, Committee Member
Runze Li, Committee Member
Raj Acharya, Committee Member

Author:

Huang, Zhijian

Title:

Essays in Financial Economics

Graduate Program:

Business Administration

Keywords:

Asset pricing
data snooping
market efficiency
out-of-sample test
behavioral finance

File:

Download ZhijianHuang-Dissertation.pdf

Committee Members:

Jingzhi Huang, Committee Chair/Co-Chair
Jeremy Ko, Committee Chair/Co-Chair
Jean Helwege, Committee Member
Runze Li, Committee Member

Author:

Zhang, Zhe

Title:

New modeling Procedures for Functional Data in Computer Experiments

Graduate Program:

Statistics

Keywords:

functional linear model
functional ANOVA decomposition
multivariate kriging
computer experiment
semi-varying coefficient model
back-fitting algorithm

File:

Download mythesis.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
James Landis Rosenberger, Committee Member
John Fricks, Committee Member
Timothy William Simpson, Committee Member

Author:

Zambom, Adriano Zanin

Title:

Hypothesis Testing and Variable Selection in Nonparametric Regression

Graduate Program:

Statistics

Keywords:

Hypothesis Testing
Variable Selection
Backward Elimination
Nonparametric Regression
False Discovery Rate
ANOVA-type tests

File:

Download Adriano_Dissertation.pdf

Committee Members:

Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Arkitas, Committee Chair/Co-Chair
Runze Li, Committee Member
Bing Li, Committee Member
Adam Smith, Special Member

Author:

Kurum, Esra

Title:

Joint Modeling of Longitudinal Binary and Continuous Responses: New Models, Statistical Procedures and Applications

Graduate Program:

Statistics

Keywords:

Joint Modeling
Longitudinal data analysis
Varying coefficient models
Partially linear models

File:

Download Dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Special Member

Author:

Zhong, Wei

Title:

feature screening and variable selection for ultrahigh dimensional data analysis

Graduate Program:

Statistics

Keywords:

ultrahigh dimensionality
distance correlation
feature screening
sure screening property
variable selection

File:

Download PhD-Dissertation-Wei-Zhong-2012.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Dennis Kon Jin Lin, Committee Member
Jingzhi Huang, Committee Member