Graduate Program: Statistics / Degree: PHD

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

Open Access

Author:: Yang, Jingyun
Title:: Measurement of Agreement for Categorical Data
Graduate Program:: Statistics
Keywords:: multivariate kappa
kappa
Agreement
File:: Download dissertation0613.pdf
Committee Members:: Vernon Michael Chinchilli, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Damla Senturk, Committee Member
Tonya Sharp King, Committee Member

Open Access

Author:: Zhu, Junjia
Title:: Essays on Monitoring Profile Data
Graduate Program:: Statistics
Keywords:: Profile Monitoring
Linear Profiles
Likelihood Ratio Test
Generalized Likelihood Ratio Test
Average Run Length
Statistical Process Control
File:: Download Zhu_phd_thesis_Final.pdf
Committee Members:: Dennis Kon Jin Lin, Committee Chair/Co-Chair
Donald Richards, Committee Member
Damla Senturk, Committee Member
Enrique Del Castillo, Committee Member

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

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

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

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

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

Open Access

Author:: Yoo, Mina
Title:: MEASURES OF AGREEMENT IN METHOD COMPARISON STUDIES FOR INTENSIVE LONGITUDINAL DATA
Graduate Program:: Statistics
Keywords:: concordance correlation coefficient
varying coefficient models
partially linear models
mixed effects models
measurement agreement
intensive longitudinal data
File:: Download MinaYoo-Dissertation.pdf
Committee Members:: Dr Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Mosuk Chow, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Vernon Michael Chinchilli, Committee Member

Open Access

Author:: Huang, Mian
Title:: NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS
Graduate Program:: Statistics
Keywords:: mixture of regression models
nonparametric regression
EM algorithm
mixture of Gaussian processes
File:: Download Dissertation_MianHuang.pdf
Committee Members:: Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
David Russell Hunter, Committee Member
Bruce G Lindsay, Committee Member
Hoben Thomas, Committee Member

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