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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