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21. Testing in multifactor heteroscedastic ANOVA and repeated measures designs with large number of levels

open_access
Open Access
Author:
Wang, Haiyan
Title:
Testing in multifactor heteroscedastic ANOVA and repeated measures designs with large number of levels
Graduate Program:
Statistics
Keywords:
repeated measurements
ANOVA
longitudinal or funcitonal data
nonparametric procedures
large dimentional data
Rank tests
File:
Download whythesis.pdf
Committee Members:
Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Bing Li, Committee Member
Vernon Michael Chinchilli, Committee Member

24. False Discovery Rates when the Statistics are Discrete

open_access
Open Access
Author:
Dialsingh, Isaac
Title:
False Discovery Rates when the Statistics are Discrete
Graduate Program:
Statistics
Keywords:
false discovery rate
discrete test statistics
File:
Download Isaac_thesis.pdf
Committee Members:
Naomi S Altman, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
James Landis Rosenberger, Committee Member
Bruce G Lindsay, Committee Member
Claude Walker Depamphilis, Committee Member
Runzi Li, Special Member

25. PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH

open_access
Open Access
Author:
Dziak, John Joseph
Title:
PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH
Graduate Program:
Statistics
Keywords:
SCAD
LASSO
QIF
GEE
generalized estimating equations
variable selection
File:
Download DziakDissertation.pdf
Committee Members:
Runze Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Bing Li, Committee Member
Linda Marie Collins, Committee Member

26. 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

29. Sampling contingency tables given sets of marginals and/or conditionals in the context of statistical disclosure limitation

open_access
Open Access
Author:
Lee, Juyoun
Title:
Sampling contingency tables given sets of marginals and/or conditionals in the context of statistical disclosure limitation
Graduate Program:
Statistics
Keywords:
Algebraic Statistics
Monte Carlo)
Stochastic Computation and Simulation Methods (MCM
Categorical Data Analysis
Contingency Tables
Statistical Disclosure Limitation Method
File:
Download JuyounLee-Dissertation.pdf
Committee Members:
Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Aleksandra B Slavkovic, Committee Chair/Co-Chair
Donald Richards, Committee Member
Murali Haran, Committee Member
Yuri Zarhin, Committee Member

30. Composite Likelihood in Long Sequence Data

open_access
Open Access
Author:
Sun, Jianping
Title:
Composite Likelihood in Long Sequence Data
Graduate Program:
Statistics
Keywords:
Markov chain likelihood
modified Hoeffding score
Hoeffding score
coposite likelihood
mutation
recombiantion
File:
Download phd_Jianping_Sun.pdf
Committee Members:
Bruce G Lindsay, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
Bing Li, Committee Member
Rongling Wu, Committee Member

33. THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES

open_access
Open Access
Author:
Li, Jiahan
Title:
THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES
Graduate Program:
Statistics
Keywords:
lasso
variable selection
Bayesian approach
high-dimensional data
File:
Download JiahanLi-Dissertation.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Tao Yao, Committee Member

34. Inference for Complex Computer Models and Large Multivariate Spatial Data with Applications to Climate Science

open_access
Open Access
Author:
Bhat, Kabekode
Title:
Inference for Complex Computer Models and Large Multivariate Spatial Data with Applications to Climate Science
Graduate Program:
Statistics
Keywords:
computer experiments
Gaussian process
multivariate spatial data
spatiotemporal data
hierarchical Bayesian modeling
climate change
File:
Download Bhat-Dissertation.pdf
Committee Members:
Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Klaus Keller, Committee Chair/Co-Chair
Donald Richards, Committee Member
Rana Arnold, Committee Member
James Samuel Shortle, Committee Member

35. THE ARCSINE DIFFERENCE EFFECT MEASURE IN META-ANALYSIS WITH APPLICATION TO ADVERSE EVENTS FROM LONG-ACTING BETA-AGONISTS IN ASTHMA PATIENTS

open_access
Open Access
Author:
Foster, Krista Marie
Title:
THE ARCSINE DIFFERENCE EFFECT MEASURE IN META-ANALYSIS WITH APPLICATION TO ADVERSE EVENTS FROM LONG-ACTING BETA-AGONISTS IN ASTHMA PATIENTS
Graduate Program:
Statistics
Keywords:
clinical trials
binary response
arcsine difference
meta-analysis
File:
Download FinalThesis_KristaFoster2.pdf
Committee Members:
Vernon Michael Chinchilli, Thesis Advisor/Co-Advisor
Vernon Michael Chinchilli, Thesis Advisor/Co-Advisor

36. THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA

open_access
Open Access
Author:
Kim, Kion
Title:
THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA
Graduate Program:
Statistics
Keywords:
Functional Principal Component Analysis
Recent History Functional Linear Models
Longitudinal Data Analysis
Functional Linear Models
Functional Data Analysis
Varying Coefficient Models
File:
Download KionKim-Dissertation.pdf
Committee Members:
Damla Senturk, Dissertation Advisor/Co-Advisor
Damla Senturk, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Linda Marie Collins, Committee Member

37. SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA

open_access
Open Access
Author:
Das, Kiranmoy
Title:
SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA
Graduate Program:
Statistics
Keywords:
Longitudinal data
functional mapping
MCMC
File:
Download Das_Kiranmoy_thesis.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Debashis Ghosh, Committee Member
Peter Cm Molenaar, Committee Member

39. The Statistical Analysis of Monotone Incomplete Multivariate Normal Data

open_access
Open Access
Author:
Romer, Megan M
Title:
The Statistical Analysis of Monotone Incomplete Multivariate Normal Data
Graduate Program:
Statistics
Keywords:
monotone imcomplete data
multivariate normal
File:
Download mythesis.pdf
Committee Members:
Donald Richards, Dissertation Advisor/Co-Advisor
Rana Arnold, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Diane Marie Henderson, Committee Member
Donald Richards, Committee Member