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Open Access

Author:: Xu, Haiqing
Title:: Discrete Choice Models with Endogeneity
Graduate Program:: Economics
Keywords:: Bayesian Nash Equilibrium
Endogeneity
Discrete Choice Model
Monotone Strategy
Triangular System
File:: Download thesis_Haiqing_Xu.pdf
Committee Members:: Joirs Pinkse And Sung Jae Jun, Dissertation Advisor/Co-Advisor
Coenraad Arnout P Pinkse, Committee Chair/Co-Chair
Sung Jae Jun, Committee Chair/Co-Chair
Herman J Bierens, Committee Member
Runze Li, Committee Member
Barry William Ickes, Committee Member

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:: 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:: 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:: 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:: Wan, Yuanyuan
Title:: INTEGRATION BASED METHODS FOR ECONOMETRIC MODELS
Graduate Program:: Economics
Keywords:: cube root
Integration based methods
moment inequality
File:: Download YuanyuanWan_dissertation.pdf
Committee Members:: Joris Pinkse And Sung Jae Jun, Dissertation Advisor/Co-Advisor
Joris Pinkes, Committee Chair/Co-Chair
Sung Jae Jun, Committee Chair/Co-Chair
Herman J Bierens, Committee Member
Runze Li, Committee Member

Open Access

Author:: Lin, Junyi
Title:: Model Misspecification and Feature Screening for Ultrahigh Dimensional Data
Graduate Program:: Statistics
Keywords:: Covariate-adjusted approach; generalized linear re
File:: Download JunyiLin-Dissertation.pdf
Committee Members:: Runze Li, Committee Chair/Co-Chair
Naomi Altman, Committee Member
Debashis Ghosh, Committee Member
Hunter David, Committee Member
Ping Xu, Committee Member

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