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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:

Zhang, Ying

Title:

New Models For Conditional Covariance Matrix

Graduate Program:

Statistics

Keywords:

covariance estimation
smoothing spline
Cholesky decomposition
local linear regression
semi-parametric regression

File:

Download Thesis_Ying.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
Zhibiao Zhao, Committee Member
Qiang Du, Committee Member

Author:

Kim, Seonjin

Title:

Three essays on nonparametric inference for longitudinal data and time series data.

Graduate Program:

Statistics

Keywords:

Locally stationary process
Longitudinal data
Measurement errors
Nonparametric inference
Quantile regression
Time series

File:

Download YourName-Dissertation.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Zhibiao Zhao, Committee Chair/Co-Chair
Runze Li, Committee Member
Donald Richards, Committee Member
Fuqing Zhang, Committee Member
Jingzhi Huang, Special Member

Author:

Li, Xiaoye

Title:

Three Essays on Non-stationary Time Series

Graduate Program:

Statistics

Keywords:

Modulated Stationary
Self Normalization
Change-point Test
Long-run Variance
Autocovariance
Time-varying exogenous AR model
Sieve-wild Bootstrap

File:

Download phdsample2_copy.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Fuqing Zhang, Committee Member
Jingzhi Huang, Special Member

Author:

Liu, Xiaoyu

Title:

Joint Modeling of Longitudinal and Survival Data: New Models, Computing Techniques and Applications

Graduate Program:

Statistics

Keywords:

Joint modeling
Longitudinal Study
Survival Analysis
EM-algorithm
Nonparametric

File:

Download Dissertation_X.Liu_Submission.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Committee Member

Author:

YANG , HANYU

Title:

Statistical Models for Scalar Response with Longitudinal Covariates

Graduate Program:

Statistics

Keywords:

longitudinal study
functional data
nonparametric regression
measurement error
generalized linear model
zero-inflated count

File:

Download HanyuYang-Dissertation.pdf

Committee Members:

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

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:

Christou, Eliana

Title:

A Non-iterative Method for Fitting the Single Index Quantile Regression Model with Uncensored and Censored Data

Graduate Program:

Statistics

Keywords:

Censored Data
Dimension reduction
Index model
Nadaraya-Watson estimator
Quantile regression.

File:

Download Christou_Eliana_PhD.pdf

Committee Members:

Michael G Akritas, Dissertation Advisor/Co-Advisor
Bing Li, Committee Member
Zhibiao Zhao, Committee Member
Spiro E Stefanou, Committee Member
Aleksandra B Slavkovic, Special Member

Author:

Teng, Huei-Wen

Title:

Bayesian nonparametric approaches for financial option pricing

Graduate Program:

Statistics

Keywords:

the Greeks
asset pricing
risk management
financial options
nonparametric methods
Markov chain Monte Carlo simulation
modeling
Bayesian analysis
the state price density

File:

Download Wen-Dissertation.pdf

Committee Members:

John Liechty, Committee Chair/Co-Chair
Jingzhi (Jay) Huang, Committee Member
Murali Haran, Committee Member
Zhibiao Zhao, Committee Member