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Start Over Committee Member Runze Li Committee Member Jingzhi Huang

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. 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

5. 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

6. 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

8. 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

9. Nonparametric Independence Screening And Test-based Screening Via The Variance Of The Regression Function

open_access
Open Access
Author:
Song, Won Chul
Title:
Nonparametric Independence Screening And Test-based Screening Via The Variance Of The Regression Function
Graduate Program:
Statistics
Keywords:
Sure independence screening
test-based screening
Ultrahigh dimensionality
File:
Download WonchulSong_Dissertation.pdf
Committee Members:
Michael G Akritas, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Dennis Kon Jin Lin, Committee Member
Jingzhi Huang, Special Member