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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:

Liu, Rong

Title:

MULTIPLE IMPUTATION FOR MISSING ITEMS IN MULTI-THEMED QUESTIONNAIRES

Graduate Program:

Statistics

Keywords:

factor model
EM algorithm
Markov chain Monte Carlo
incomplete data

File:

Download Rong_Liu.pdf

Committee Members:

Joseph Francis Schafer, Dissertation Advisor/Co-Advisor
Joseph Francis Schafer, Committee Chair/Co-Chair
Murali Haran, Committee Member
Runze Li, Committee Member
D Wayne Osgood, Committee Member

Author:

Liu, Siwei

Title:

Modeling Psychophysiological Processes in dyadic interactions

Graduate Program:

Human Development and Family Studies

Keywords:

dyadic analysis
psychophysiology
cortisol
time series
electrodermal activity

File:

Download Liu_Dissertation_Final.pdf

Committee Members:

Michael J Rovine, Dissertation Advisor/Co-Advisor
Michael J Rovine, Committee Chair/Co-Chair
Peter Cm Molenaar, Committee Chair/Co-Chair
Susan Mc Hale, Committee Member
Runze Li, Committee Member
Matthew Goodwin, Special Member

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:

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:

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:

Liu, Hongcheng

Title:

nonsmooth optimization with applications in network design and machine learning

Graduate Program:

Industrial Engineering

Keywords:

Nonsmooth optimization
machine learning
network design
folded concave penalty
sparse recovery

File:

Download HongchengLiu_new-Dissertation-copy.pdf

Committee Members:

Tao Yao, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Runze Li, Committee Member

Author:

Liu, Yang

Title:

Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics

Graduate Program:

Statistics

Keywords:

Data integration
Genomics
Ordinary least squares
Structured data
Sufficient dimension reduction
Variable selection

File:

Download YangLiu-Dissertation_081615.pdf

Committee Members:

Francesca Chiaromonte, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Committee Chair/Co-Chair
Bing Li, Committee Member
Runze Li, Committee Member
Yu Zhang, Committee Member
Mary Poss, Committee Member

Author:

Liu, Wanjun

Title:

New Statistical Tools for High-dimensional Data Modeling

Graduate Program:

Statistics

Keywords:

High-dimensional data
Hypothesis testing
Feature screening
Regularized method

File:

Download Wanjun_Dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Lingzhou Xue, Committee Member
Xingyuan Fang, Committee Member
Tao Yao, Outside Member

Author:

Liu, Bingyuan

Title:

Topics on Nonconvex Learning

Graduate Program:

Statistics

Keywords:

Nonconvex optimization
machine learning
statistical learning
deep learning

File:

Download Thesis_BingyuanLiu.pdf

Committee Members:

Lingzhou Xue, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Bing Li, Committee Member
Yanyuan Ma, Committee Member
Zihan Zhou, Outside Member
Ephraim Mont Hanks, Program Head/Chair
Lingzhou Xue, Committee Chair/Co-Chair

Author:

Liu, Shuo Shuo

Title:

Statistical Learning on High-Dimensional Multi-Source Data

Graduate Program:

Statistics (PHD)

Keywords:

Transfer Learning
Multi-View Clustering
High-Dimensional Data
Machine Learning

File:

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Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Xiang Zhu, Major Field Member
Lan Kong, Outside Unit & Field Member
Matthew Reimherr, Major Field Member
Runze Li, Chair & Dissertation Advisor