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Author:

Gabrielli, María Florencia

Title:

Structural Analysis of Auction Models

Graduate Program:

Economics

Keywords:

first--price autions
econometrics
collusion
structural approach

File:

Download Thesis_MFGabrielli.pdf

Committee Members:

Coenraad Arnout P Pinkse, Dissertation Advisor/Co-Advisor
Coenraad Arnout P Pinkse, Committee Chair/Co-Chair
Herman J Bierens, Committee Member
Sung Jae Jun, Committee Member
Runze Li, Committee Member

Author:

Huang, Mian

Title:

NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS

Graduate Program:

Statistics

Keywords:

mixture of regression models
nonparametric regression
EM algorithm
mixture of Gaussian processes

File:

Download Dissertation_MianHuang.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
David Russell Hunter, Committee Member
Bruce G Lindsay, Committee Member
Hoben Thomas, Committee Member

Author:

Li, Tianjiang

Title:

Abstract Principal Component Analysis And Applications To Model Reduction

Graduate Program:

Mathematics

Keywords:

Banach operator algebra
standing and traveling waves
signal decomposition
extraction of transient modes
abstract principal component analysis
data mining

File:

Download Li-Dissertation.pdf

Committee Members:

Qiang Du, Dissertation Advisor/Co-Advisor
Qiang Du, Committee Chair/Co-Chair
Ludmil Tomov Zikatanov, Committee Member
Xiantao Li, Committee Member
Anna L Mazzucato, Committee Member
Runze Li, Committee Member

Author:

Sun, Yang

Title:

A COMPREHENSIVE STUDY OF THE REGULATION AND BEHAVIOR OF WEB CRAWLERS

Graduate Program:

Information Sciences and Technology

Keywords:

botseer
ethics
bias
web crawler
robots.txt

File:

Download ysun-thesis.pdf

Committee Members:

C Lee Giles, Committee Chair/Co-Chair
James Z Wang, Committee Member
Prasenjit Mitra, Committee Member
Runze Li, Committee Member

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:

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:

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:

Dong, Yuexiao

Title:

Dimension Reduction for Non-elliptically Distributed Predictors

Graduate Program:

Statistics

Keywords:

central space
dimension reduction
solution space
non-ellipticity

File:

Download dong_phd.pdf

Committee Members:

Bing Li, Committee Chair/Co-Chair
Michael G. Akritas, Committee Member
Runze Li, Committee Member
Dennis K. J. Lin, Committee Member