Search

Author:

Liu, Jingyuan

Title:

Statistical Methods for Different Ultrahigh Dimensional Models

Graduate Program:

Statistics

Keywords:

ultrahigh dimension
varying coefficient model
partially linear model
feature screening

File:

Download dissertation_w_vita.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Dennis Kon Jin Lin, Committee Member
Liwang Cui, 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:

Zhu, Yeying

Title:

Data-adaptive Approaches to Modeling Propensity Scores in Causal Inference Problems

Graduate Program:

Statistics

Keywords:

causal inference
data-adaptive
data mining
observational studies
propensity scores

File:

Download Yeying-Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Aleksandra B Slavkovic, Committee Member
Runze Li, Committee Member
Donna Coffman, Committee Member

Author:

Liu, Nianqing

Title:

Identification, Estimation and Testing in Empirical Games

Graduate Program:

Economics

Keywords:

Discrete Games
First-price Auctions
Incomplete Information
Bayesian Nash Equilibrium
Monotone Strategy

File:

Download dissertation_Nianqing_Liu_2013-07-25.pdf

Committee Members:

Quang Vuong, Dissertation Advisor/Co-Advisor
Sung Jae Jun, Committee Chair/Co-Chair
Paul L E Grieco, Committee Member
Runze Li, Committee Member
Isabelle Perrigne, Special Member
Robert Clifford Marshall, Committee 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:

Lou, Lejia

Title:

Thresholded partial correlation approach for variable selection in linear models and partially linear models

Graduate Program:

Statistics

Keywords:

Variable Selection
Linear Model
Partially Linear Model
Nonparametric Regression

File:

Download LejiaLou-dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Bing Li, Committee Member
Rongling Wu, Committee Member

Author:

Yu, Guo

Title:

Use of radar Doppler spectra in Arctic mixed-phase cloud studies

Graduate Program:

Meteorology

Keywords:

mixed-phase cloud
phase partitioning
radar Doppler spectra

File:

Download Dissertation_Guo_Yu.pdf

Committee Members:

Johannes Verlinde, Dissertation Advisor/Co-Advisor
Johannes Verlinde, Committee Chair/Co-Chair
Eugene Edmund Clothiaux, Committee Member
Jerry Y Harrington, Committee Member
Kultegin Aydin, Committee Member
Runze Li, Committee Member