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Open Access

Author:: Lin, Junyi
Title:: Variance-bias Trade-off in Generalized Linear Regression Models
Graduate Program:: Statistics
Keywords:: bias and variance tradeoff
covariate-adjusted approach
generalized linear model
File:: Download MasterThesis_Junyi.pdf
Committee Members:: Dr Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

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:: 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:: 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:: Gabrielli, María Florencia
Title:: Structural Analysis of Auction Models
Graduate Program:: Economics
Keywords:: first--price autions
econometrics
collusion
structural approach
File:: Download Thesis_MFGabrielli.pdf
Committee Members:: Coenraad Arnout P Pinkse, Dissertation Advisor/Co-Advisor
Coenraad Arnout P Pinkse, Committee Chair/Co-Chair
Herman J Bierens, Committee Member
Sung Jae Jun, Committee Member
Runze Li, Committee Member

Open Access

Author:: Park, Minwoo
Title:: EFFICIENT MEAN-SHIFT BELIEF PROPAGATION AND ITS APPLICATIONS IN COMPUTER VISION
Graduate Program:: Computer Science and Engineering
Keywords:: MRF
Inference
Graphical Model
Belief Propagation
Computer Vision
File:: Download MinwooFinalDissertation.pdf
Committee Members:: Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert T Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Runze Li, 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

Open Access

Author:: Kim, Min Kyung
Title:: On Dimension Folding of Matrix or Array Valued Statistical Objects
Graduate Program:: Statistics
Keywords:: Kronecker Envelop
Directional Regression
Sliced Inverse Regression
Sliced Average Variance Estimate
File:: Download Minkyung-Dissertation.pdf
Committee Members:: Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Runze Li, Committee Member
C Lee Giles, Committee Member

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