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Start Over Committee Member Runze Li Author Last Name Zhang Access Level open_access

1. 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

2. 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

4. BAYESIAN ANALYSIS OF MULTIVARIATE REGIME SWITCHING COVARIANCE MODEL

open_access
Open Access
Author:
Zhang, Lu
Title:
BAYESIAN ANALYSIS OF MULTIVARIATE REGIME SWITCHING COVARIANCE MODEL
Graduate Program:
Statistics
Keywords:
dynamic covariance
state space model
Markov Chain Monte Carlo (MCMC)
bayesian analysis
stochastic volatility
time series analysis
File:
Download Lu-Dissertation.pdf
Committee Members:
John Liechty, Committee Chair/Co-Chair
Runze Li, Committee Member
Murali Haran, Committee Member
Timothy Simin, Committee Member
James Landis Rosenberger, Committee Member

5. Procedures for Feature Screening and Interaction Identification in High-dimensional Data Modelling

open_access
Open Access
Author:
Zhang, Ling
Title:
Procedures for Feature Screening and Interaction Identification in High-dimensional Data Modelling
Graduate Program:
Statistics
Keywords:
Sure Joint ScreeningFeature Screening
Interaction Identification
``King'' Variable
Interaction Types
Iteratively Kings' Forests
Feature Screening
Interaction Identification
Iteratively Kings' Forests
Sure Joint Screening
Cox Model
File:
Download Dissertation_of_Ling_Zhang.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Zhibiao Zhao, Committee Member
Yanyuan Ma, Committee Member
Rongling Wu, Outside Member