Graduate Program: Statistics - Blacklight Search Results

Open Access

Author:: Wang, Yu
Title:: Nonlinear Dimension Reduction in Feature Space
Graduate Program:: Statistics
Keywords:: Dimension Reduction
Feature Space
File:: Download NDRFS.pdf
Committee Members:: Bing Li, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Member
Bruce G. Lindsay, Committee Member
Hongyuan Zha, Committee Member

Open Access

Author:: Tang, Zhihui
Title:: THREE TOPICS ON DIMENSION REDUCTION
Graduate Program:: Statistics
Keywords:: invariant aggregation
central space
dimension reduciton
File:: Download tang-Dissertation.pdf
Committee Members:: Bing Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Francesca Chiaromonte, Committee Member
Hongyuan Zha, Committee Member

Open Access

Author:: Chen, Zhe
Title:: hierarchical bayesian model development with applications in marketing
Graduate Program:: Statistics
Keywords:: hierarchical bayesian model
MNP model
MDS
File:: Download Zhe.pdf
Committee Members:: Duncan Fong, Dissertation Advisor/Co-Advisor
Duncan Fong, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Murali Haran, Committee Member
Ping Xu, Committee Member
Wayne Desarbo, Special Member

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

Open Access

Author:: Zambom, Adriano Zanin
Title:: Hypothesis Testing and Variable Selection in Nonparametric Regression
Graduate Program:: Statistics
Keywords:: Hypothesis Testing
Variable Selection
Backward Elimination
Nonparametric Regression
False Discovery Rate
ANOVA-type tests
File:: Download Adriano_Dissertation.pdf
Committee Members:: Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Arkitas, Committee Chair/Co-Chair
Runze Li, Committee Member
Bing Li, Committee Member
Adam Smith, Special Member

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

Open Access

Author:: Vu, Duy Quang
Title:: Statistical Models and Algorithms for Large Network Analysis
Graduate Program:: Statistics
Keywords:: network work analysis
survival modeling
dynamic network formation
latent class modeling
File:: Download DuyVu-Dissertation.pdf
Committee Members:: David Russell Hunter, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Member
Debashis Ghosh, Committee Member
Aleksandra B Slavkovic, Committee Member

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

Open Access

Author:: Kurum, Esra
Title:: Joint Modeling of Longitudinal Binary and Continuous Responses: New Models, Statistical Procedures and Applications
Graduate Program:: Statistics
Keywords:: Joint Modeling
Longitudinal data analysis
Varying coefficient models
Partially linear models
File:: Download Dissertation.pdf
Committee Members:: Runze Li, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Special Member

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

Search