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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:

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

Author:

Shi, Zhan

Title:

Risk, Ambiguity, and Anomalies in the Fixed Income Market

Graduate Program:

Business Administration

Keywords:

Knightian uncertainty
asset pricing
equity premium
term premium
credit spreads

File:

Download ZhanShi_Dissertation_v2.pdf

Committee Members:

Jingzhi Huang, Dissertation Advisor/Co-Advisor
Jingzhi Huang, Committee Chair/Co-Chair
Heber Farnsworth, Committee Member
Joel Matthew Vanden, Committee Member
Jared Williams, Committee Member
Runze Li, Committee Member

Author:

Cai, Xizhen

Title:

model selection and survival analysis with application to large time-varying networks

Graduate Program:

Statistics

Keywords:

penalized likelihood
proportional odds models
profile likelihood
partial likelihood
case control.

File:

Download Dissertation_with_vita.pdf

Committee Members:

David Russell Hunter, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Member
Marcel Salathe, Committee Member

Author:

Luo, Wei

Title:

Efficient estimation and order determination for sufficient dimension reduction

Graduate Program:

Statistics

Keywords:

dimension reduction
order-determination
bootstrap
augmentation
semi-parametric
efficient estimation.

File:

Download dissertation_-_Wei_Luo.pdf

Committee Members:

Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Naomi S Altman, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Poterjoy, Jonathan

Title:

Ensemble and hybrid four-dimensional data assimilation for tropical cyclone analysis and prediction

Graduate Program:

Meteorology

Keywords:

Data assimilation
Kalman filtering
tropical cyclones

File:

Download JonPoterjoy-Dissertation.pdf

Committee Members:

Fuqing Zhang, Dissertation Advisor/Co-Advisor
Fuqing Zhang, Committee Chair/Co-Chair
Eugene Edmund Clothiaux, Committee Member
Jenni Evans, Committee Member
Runze Li, Committee Member
Xiang Yu Huang, Special Member

Author:

Chu, Wanghuan

Title:

New screening procedure for ultrahigh dimensional varying-coefficient model in longitudinal data analysis

Graduate Program:

Statistics

Keywords:

feature screening
varying-coefficient model
ultrahigh dimensionality
longitudinal data analysis
CAMP

File:

Download MSThesis_Wanghuan_Chu.pdf

Committee Members:

Runze Li, Thesis Advisor/Co-Advisor
Matthew Logan Reimherr, Thesis Advisor/Co-Advisor

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:

ZHU, XIAOTIAN

Title:

Non-Parametric Finite Multivariate Mixture Models with Applications

Graduate Program:

Statistics

Keywords:

mixture model
conditional independence
nonparametric estimation
penalized smoothed likelihood
independent component analysis

File:

Download XTZ_Dissertation.pdf

Committee Members:

David Russell Hunter, Dissertation Advisor/Co-Advisor
David Russell Hunter, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Le Bao, Committee Member
John C Liechty, Committee Member
Stephanie Trea Lanza, Committee Member
Runze Li, 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:

Yu, Ye

Title:

A New Variable Screening Procedure for COX'S Model

Graduate Program:

Statistics

Keywords:

screening
COX's model
high dimensional
iterative procedure

File:

Download MS_final_YeYU_1202.pdf

Committee Members:

Runze Li, Thesis Advisor/Co-Advisor

Author:

Trail, Jessica Brooke

Title:

Dynamic Models for Intensive Longitudinal Data: New Models, Statistical Procedures, and Applications

Graduate Program:

Statistics

Keywords:

intensive longitudinal data
dynamic systems
time-varying effects

File:

Download JessicaTrailDissertation3.pdf

Committee Members:

Linda Marie Collins, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
John Fricks, Committee Member
Donna Coffman, Committee Member

Author:

Sun, Wei

Title:

Feature Screening in Ultra-high Dimensional Survival Data Analysis

Graduate Program:

Statistics

Keywords:

Cox’s model
feature screening
LASSO
SCAD
ultra-high dimensional survival data analysis
Gail-Simon test

File:

Download THESIS__final.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Yu Zhang, Committee Member
Qunhua Li, Committee Member
Arthur Steven Berg, Special Member