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2. Supporting Multi-Missions In Wireless Sensor Networks

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

5. Dependable Sensor Networks

open_access
Open Access
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

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

open_access
Open Access
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

8. Discrete Choice Models with Endogeneity

open_access
Open Access
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

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

open_access
Open Access
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

10. PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH

open_access
Open Access
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

13. THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES

open_access
Open Access
Author:
Li, Jiahan
Title:
THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES
Graduate Program:
Statistics
Keywords:
lasso
variable selection
Bayesian approach
high-dimensional data
File:
Download JiahanLi-Dissertation.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Tao Yao, Committee Member

14. THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA

open_access
Open Access
Author:
Kim, Kion
Title:
THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA
Graduate Program:
Statistics
Keywords:
Functional Principal Component Analysis
Recent History Functional Linear Models
Longitudinal Data Analysis
Functional Linear Models
Functional Data Analysis
Varying Coefficient Models
File:
Download KionKim-Dissertation.pdf
Committee Members:
Damla Senturk, Dissertation Advisor/Co-Advisor
Damla Senturk, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Linda Marie Collins, Committee Member

15. SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA

open_access
Open Access
Author:
Das, Kiranmoy
Title:
SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA
Graduate Program:
Statistics
Keywords:
Longitudinal data
functional mapping
MCMC
File:
Download Das_Kiranmoy_thesis.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Debashis Ghosh, Committee Member
Peter Cm Molenaar, Committee Member

17. EFFICIENT MEAN-SHIFT BELIEF PROPAGATION AND ITS APPLICATIONS IN COMPUTER VISION

open_access
Open Access
Author:
Park, Minwoo
Title:
EFFICIENT MEAN-SHIFT BELIEF PROPAGATION AND ITS APPLICATIONS IN COMPUTER VISION
Graduate Program:
Computer Science and Engineering
Keywords:
MRF
Inference
Graphical Model
Belief Propagation
Computer Vision
File:
Download MinwooFinalDissertation.pdf
Committee Members:
Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert T Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Runze Li, Committee Member

18. MEASURES OF AGREEMENT IN METHOD COMPARISON STUDIES FOR INTENSIVE LONGITUDINAL DATA

open_access
Open Access
Author:
Yoo, Mina
Title:
MEASURES OF AGREEMENT IN METHOD COMPARISON STUDIES FOR INTENSIVE LONGITUDINAL DATA
Graduate Program:
Statistics
Keywords:
concordance correlation coefficient
varying coefficient models
partially linear models
mixed effects models
measurement agreement
intensive longitudinal data
File:
Download MinaYoo-Dissertation.pdf
Committee Members:
Dr Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Mosuk Chow, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Vernon Michael Chinchilli, Committee Member

19. NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS

open_access
Open Access
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

20. On Dimension Folding of Matrix or Array Valued Statistical Objects

open_access
Open Access
Author:
Kim, Min Kyung
Title:
On Dimension Folding of Matrix or Array Valued Statistical Objects
Graduate Program:
Statistics
Keywords:
Kronecker Envelop
Directional Regression
Sliced Inverse Regression
Sliced Average Variance Estimate
File:
Download Minkyung-Dissertation.pdf
Committee Members:
Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Runze Li, Committee Member
C Lee Giles, Committee Member

21. Experience-Based Cyber Security Analytics

open_access
Open Access
Author:
Chen, Po-Chun
Title:
Experience-Based Cyber Security Analytics
Graduate Program:
Computer Science and Engineering
Keywords:
Cyber Situation Awareness
Intrusion Detection
Situation Recognition
File:
Download Po-Chun_Chen-Dissertation.pdf
Committee Members:
John Yen, Dissertation Advisor/Co-Advisor
John Yen, Committee Chair/Co-Chair
Peng Liu, Committee Member
C Lee Giles, Committee Member
Prasenjit Mitra, Committee Member
Runze Li, Committee Member

22. MULTIPLE IMPUTATION FOR MISSING ITEMS IN MULTI-THEMED QUESTIONNAIRES

open_access
Open Access
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

24. Abstract Principal Component Analysis And Applications To Model Reduction

open_access
Open Access
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

26. INVESTIGATION OF THE GENETIC AND ENVIRONMENTAL EFFECTS ON HYPERTENSION (HIGH BLOOD PRESSURE) IN AFRICAN AMERICANS

open_access
Open Access
Author:
Yao, Xiaopan
Title:
INVESTIGATION OF THE GENETIC AND ENVIRONMENTAL EFFECTS ON HYPERTENSION (HIGH BLOOD PRESSURE) IN AFRICAN AMERICANS
Graduate Program:
Genetics
Keywords:
hypertension
File:
Download Xiaopan_Yao.pdf
Committee Members:
George Patrick Vogler, Committee Chair/Co-Chair
David John Vandenbergh, Committee Member
Keith Whitfield, Committee Member
Karen Boomer, Committee Member
Runze Li, Committee Member

27. Dimension Reduction for the Conditional Kth Moment via Central Solution Space

open_access
Open Access
Author:
Dong, Yuexiao
Title:
Dimension Reduction for the Conditional Kth Moment via Central Solution Space
Graduate Program:
Statistics
Keywords:
dimension reduction space
central space
central solution space
central kth moment solution space
central kth moment space
File:
Download dong_master.pdf
Committee Members:
Bing Li, Thesis Advisor/Co-Advisor
Bing Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

30. Varying-Coefficient Models: New Models, Inference Procedures, and Applications

open_access
Open Access
Author:
Wang, Yang
Title:
Varying-Coefficient Models: New Models, Inference Procedures, and Applications
Graduate Program:
Statistics
Keywords:
Monte Carlo simulation
semi-parametric
semiparametric
nonparametric regression
kernel regression
local likelihood
generalized likelihood ratio test
cross validation
Time-varying-coefficient model
Nonlinear
Local Linear
Varying-coefficient Model
forecasting
bandwidth
bootstraping
bootstrap
File:
Download phdthesis.pdf
Committee Members:
Runze Li, Committee Chair/Co-Chair
Jingzhi Huang, Committee Chair/Co-Chair
James Landis Rosenberger, Committee Member
Damla Senturk, Committee Member

31. Regularization Parameter Selection for Variable Selection in High-dimensional Modelling

open_access
Open Access
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

33. Estimation and forecasting methodologies for nonparametric regression models via dynamic linear models

open_access
Open Access
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

35. Towards Compromise Resilient Wireless Sensor Networks

open_access
Open Access
Author:
Yang, Yi
Title:
Towards Compromise Resilient Wireless Sensor Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Computer Science
Sensor Networks
Security
Node Compromise
File:
Download YiYang-Dissertation.pdf
Committee Members:
Sencun Zhu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Guohong Cao, Committee Member
Trent Ray Jaeger, Committee Member
Runze Li, Committee Member
Raj Acharya, Committee Member

37. New modeling Procedures for Functional Data in Computer Experiments

open_access
Open Access
Author:
Zhang, Zhe
Title:
New modeling Procedures for Functional Data in Computer Experiments
Graduate Program:
Statistics
Keywords:
functional linear model
functional ANOVA decomposition
multivariate kriging
computer experiment
semi-varying coefficient model
back-fitting algorithm
File:
Download mythesis.pdf
Committee Members:
Runze Li, Committee Chair/Co-Chair
James Landis Rosenberger, Committee Member
John Fricks, Committee Member
Timothy William Simpson, Committee Member

38. Hypothesis Testing and Variable Selection in Nonparametric Regression

open_access
Open Access
Author:
Zambom, Adriano Zanin
Title:
Hypothesis Testing and Variable Selection in Nonparametric Regression
Graduate Program:
Statistics
Keywords:
Hypothesis Testing
Variable Selection
Backward Elimination
Nonparametric Regression
False Discovery Rate
ANOVA-type tests
File:
Download Adriano_Dissertation.pdf
Committee Members:
Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Arkitas, Committee Chair/Co-Chair
Runze Li, Committee Member
Bing Li, Committee Member
Adam Smith, Special Member

39. Joint Modeling of Longitudinal Binary and Continuous Responses: New Models, Statistical Procedures and Applications

open_access
Open Access
Author:
Kurum, Esra
Title:
Joint Modeling of Longitudinal Binary and Continuous Responses: New Models, Statistical Procedures and Applications
Graduate Program:
Statistics
Keywords:
Joint Modeling
Longitudinal data analysis
Varying coefficient models
Partially linear models
File:
Download Dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Special Member

40. feature screening and variable selection for ultrahigh dimensional data analysis

open_access
Open Access
Author:
Zhong, Wei
Title:
feature screening and variable selection for ultrahigh dimensional data analysis
Graduate Program:
Statistics
Keywords:
ultrahigh dimensionality
distance correlation
feature screening
sure screening property
variable selection
File:
Download PhD-Dissertation-Wei-Zhong-2012.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Dennis Kon Jin Lin, Committee Member
Jingzhi Huang, Committee Member

41. Modeling Psychophysiological Processes in dyadic interactions

open_access
Open Access
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

42. Statistical Methods for Different Ultrahigh Dimensional Models

open_access
Open Access
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

44. Three essays on nonparametric inference for longitudinal data and time series data.

open_access
Open Access
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

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

open_access
Open Access
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

46. Identification, Estimation and Testing in Empirical Games

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

50. Risk, Ambiguity, and Anomalies in the Fixed Income Market

open_access
Open Access
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