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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

Author:

Ensley, John Robert

Title:

Bayesian Semiparametric Covariance Function Estimation for Stationary Gaussian Processes by Overwhelming Force

Graduate Program:

Statistics

Keywords:

Gaussian process
bayesian
covariance function
mcmc
parallel computing
penalized splines
spectral density
monte carlo integration
semiparametric

File:

Download Ensley-thesis.pdf

Committee Members:

Benjamin Adam Shaby, Thesis Advisor/Co-Advisor
David Russell Hunter, Committee Member
Ephraim Mont Hanks, Committee Member

Author:

Ghosh, Trinetri

Title:

Semiparametric Approaches for Average Causal Effect and Precision Medicine

Graduate Program:

Statistics (PHD)

Keywords:

Causal effect
dimension reduction
precision medicine
robustness
semiparametric
value function

File:

Download Dissertation_TrinetriGhosh.pdf

Committee Members:

Jenny Li, Outside Unit & Field Member
Yanyuan Ma, Chair & Dissertation Advisor
Bing Li, Major Field Member
Ephraim Hanks, Program Head/Chair
Kari Morgan, Major Field Member
Dennis Kon-Jin Lin, Special Member