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Author:

Kai, Bo

Title:

Variable Selection in Robust Linear Models

Graduate Program:

Statistics

Keywords:

robust regression
linear models
variable selection
SS penalty
oracle property

File:

Download MSThesis_Bo.pdf

Committee Members:

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

Author:

Liu, Changlei

Title:

Supporting Multi-Missions In Wireless Sensor Networks

Graduate Program:

Computer Science and Engineering

Keywords:

sensor network
multi-mission
wireless
approximation algorithm
coverage
landmine
monitoring

File:

Download Changlei-Dissertation.pdf

Committee Members:

Guohong Cao, Dissertation Advisor/Co-Advisor
Guohong Cao, Committee Chair/Co-Chair
Thomas F Laporta, Committee Member
Sencun Zhu, Committee Member
Runze Li, Committee Member

Author:

Antoniou, Efi Savvas

Title:

NONPARAMETRIC IMPUTATION AND (MID-) RANK TESTS FOR MIXED EFFECTS MODELS WITH MISSING DATA

Graduate Program:

Statistics

Keywords:

Kernel estimation
Nonparametric tests
Marginal nonparametric model
Nonparametric imputation
Missingness conditionally at random
Analysis of covariance
Nearest neighbor windows

File:

Download thesis.pdf

Committee Members:

Michael G Akritas, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Runze Li, Committee Member
Linda Marie Collins, Committee Member

Author:

Hui, Guodong

Title:

Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data

Graduate Program:

Statistics

Keywords:

non-normal direction
quadratic distance
eigenanalysis
Fisher information
projection pursuit
mixture model

File:

Download phd_thesis_guodong_hui.pdf

Committee Members:

Bruce G Lindsay, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Runze Li, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Wang, Guiling

Title:

Dependable Sensor Networks

Graduate Program:

Computer Science and Engineering

Keywords:

sensor networks
mobile sensor
sensor deployment
motion planing
sensor security
pairwise key establishment

File:

Download thesis.pdf

Committee Members:

Thomas F Laporta, Committee Chair/Co-Chair
Piotr Berman, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Srimat Chakradhar, Committee Member
George Kesidis, Committee Member
Runze Li, Committee Member

Author:

Xu, Hong

Title:

Contributions to Adatpive Web Sampling Designs

Graduate Program:

Statistics

Keywords:

cost
adaptive sampling
sampling
adaptive web sampling
resampling
nonresponses

File:

Download mythesis.pdf

Committee Members:

James Landis Rosenberger, Committee Chair/Co-Chair
Steve K Thompson, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Runze Li, Committee Member
Mosuk Chow, Committee Member

Author:

Song, Hosin

Title:

NONPARAMETRIC IDENTIFICATION AND SEMI-NONPARAMETRIC ESTIMATION OF FIRST-PRICE AUCTIONS

Graduate Program:

Economics

Keywords:

First-price Auctions
Nonparametric Identification
Semi-nonparametric Estimation
Sieve
Simulated Integrated Conditional Moment
Simulated Integrated Moment

File:

Download Hosin_mythesis.pdf

Committee Members:

Herman J Bierens, Committee Chair/Co-Chair
Quang H Vuong, Committee Chair/Co-Chair
Coenraad Arnout P Pinkse, Committee Member
Runze Li, Committee Member

Author:

Xu, Haiqing

Title:

Discrete Choice Models with Endogeneity

Graduate Program:

Economics

Keywords:

Bayesian Nash Equilibrium
Endogeneity
Discrete Choice Model
Monotone Strategy
Triangular System

File:

Download thesis_Haiqing_Xu.pdf

Committee Members:

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

Author:

Martin, Jay Dean

Title:

A Methodology for Evaluating System-Level Uncertainty in the Conceptual Design of Complex Multidisciplinary Systems

Graduate Program:

Mechanical Engineering

Keywords:

conceptual design
uncertainty assessment
sensitivity analysis
kriging models

File:

Download JayDMartin-Dissertation.pdf

Committee Members:

Timothy William Simpson, Committee Chair/Co-Chair
Kon Well Wang, Committee Member
Russell Richard Barton, Committee Member
Mark Thomas Traband, Committee Member
Runze Li, Committee Member

Author:

Dziak, John Joseph

Title:

PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH

Graduate Program:

Statistics

Keywords:

SCAD
LASSO
QIF
GEE
generalized estimating equations
variable selection

File:

Download DziakDissertation.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Bing Li, Committee Member
Linda Marie Collins, Committee Member