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Author:

Tomlinson, Amanda S.

Title:

An Alternative Approach to Bootstrap Hypothesis Testing

Graduate Program:

Statistics

Keywords:

nonparametric
heterogeneous
bootstrap

File:

Download Thesis_ast121-final.pdf

Committee Members:

Trent Gaugler, Thesis Advisor/Co-Advisor
Trent Gaugler, Thesis Advisor/Co-Advisor

Author:

Young, Derek Scott

Title:

A Study of Mixtures of Regressions

Graduate Program:

Statistics

Keywords:

bootstrap
EM algorithm
mixture models
regression
data depth

File:

Download Derek-Dissertation.pdf

Committee Members:

David Russell Hunter, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
G Jogesh Babu, Committee Member
Murali Haran, Committee Member
Hoben Thomas, Committee Member

Author:

Lai, Hung-Pin

Title:

Econometric Analysis of a Cash-In-Advance Model

Graduate Program:

Economics

Keywords:

cash-in-advance
reality bound
ceteris paribus
filter
business cycles
bootstrap

File:

Download thesis.pdf

Committee Members:

Herman J Bierens, Committee Chair/Co-Chair
Neil Wallace, Committee Member
Coenraad Arnout P Pinkse, Committee Member
Gustavo Ventura, Committee Member
Darren Frechette, Committee Member

Author:

Tyekucheva, Svitlana

Title:

Augmenting the bootstrap to analyze high-dimensional genomic data

Graduate Program:

Statistics

Keywords:

large-p-small-n
bootstrap
resampling
regularization

File:

Download sv_thesis.pdf

Committee Members:

Francesca Chiaromonte, Committee Chair/Co-Chair
David Humter, Committee Member
Bing Li, Committee Member
Kateryna Dmytrivna Makova, Committee Member

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:

Garner, Gregory George

Title:

Enhancing the value of air quality forecasts in the mid-atlantic region through use of ensemble statistical post-processing.

Graduate Program:

Meteorology

Keywords:

air quality
value of information
regression tree
bootstrap
extreme value
cross-validation

File:

Download Garner-Dissertation.pdf

Committee Members:

Anne Mee Thompson, Dissertation Advisor/Co-Advisor
Anne Mee Thompson, Committee Chair/Co-Chair
William Henry Brune, Committee Member
George Spencer Young, Committee Member
Klaus Keller, Committee Member
William F. Ryan, Special Member

Author:

Luo, Wei

Title:

Efficient estimation and order determination for sufficient dimension reduction

Graduate Program:

Statistics

Keywords:

dimension reduction
order-determination
bootstrap
augmentation
semi-parametric
efficient estimation.

File:

Download dissertation_-_Wei_Luo.pdf

Committee Members:

Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Naomi S Altman, Committee Member
Jesse Louis Barlow, Committee Member