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Start Over Committee Member Runze Li Committee Member James Landis Rosenberger

2. 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

3. 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