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1. ADAPTIVE SPLINES AND GENETIC ALGORITHMS FOR OPTIMAL STATISTICAL MODELING

open_access
Open Access
Author:
Pittman, Jennifer Lynn
Title:
ADAPTIVE SPLINES AND GENETIC ALGORITHMS FOR OPTIMAL STATISTICAL MODELING
Graduate Program:
Statistics
Keywords:
model selection
evolutionary computation
splines
File:
Download etd.pdf
Committee Members:
Rich Caruana, Committee Member
Calyampudi Radhakrishna Rao, Committee Chair/Co-Chair
Mark Handcock, Committee Member
Zhen Luo, Committee Member
Soundar Rajan Tirupatikumara, Committee Member

3. Model Selection for Logistic Regression via Association Rules Analysis

open_access
Open Access
Author:
Changpetch, Pannapa
Title:
Model Selection for Logistic Regression via Association Rules Analysis
Graduate Program:
Statistics
Keywords:
association rules analysis
interaction effects
logistic regression models
model selection
equivalent models
File:
Download Thesis_Pannapa_Changpetch_final_version2.pdf
Committee Members:
Dennis Kon Jin Lin, Dissertation Advisor/Co-Advisor
Dennis Kon Jin Lin, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Dr Yu Zhang, Committee Member
Harriet Black Nembhard, Committee Member

4. Investigation of topics in U-statistics and their applications in risk estimation and cross-validation

open_access
Open Access
Author:
Wang, Qing
Title:
Investigation of topics in U-statistics and their applications in risk estimation and cross-validation
Graduate Program:
Statistics
Keywords:
cross-validation
kernel estimator
likelihood risk
model selection
partition resampling
variance estimation
U-statistics
File:
Download PhDThesis_Qing.pdf
Committee Members:
Bruce G. Lindsay, Dissertation Advisor/Co-Advisor
Bruce G. Lindsay, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
David Russell Hunter, Committee Member
Rongling Wu, Committee Member