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Open Access

Author:: Xu, Hong
Title:: Contributions to Adatpive Web Sampling Designs
Graduate Program:: Statistics
Keywords:: cost
adaptive sampling
sampling
adaptive web sampling
resampling
nonresponses
File:: Download mythesis.pdf
Committee Members:: James Landis Rosenberger, Committee Chair/Co-Chair
Steve K Thompson, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Runze Li, Committee Member
Mosuk Chow, 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:: 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:: Zhang, Yiyun
Title:: Regularization Parameter Selection for Variable Selection in High-dimensional Modelling
Graduate Program:: Statistics
Keywords:: GLIM
LASSO
Penalized Likelihood
SCAD
Variable Selection
File:: Download yiyun_phd_final.pdf
Committee Members:: Prof Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
David Russell Hunter, Committee Member
Vernon Michael Chinchilli, Committee Member

Open Access

Author:: Liu, Jingyuan
Title:: Statistical Methods for Different Ultrahigh Dimensional Models
Graduate Program:: Statistics
Keywords:: ultrahigh dimension
varying coefficient model
partially linear model
feature screening
File:: Download dissertation_w_vita.pdf
Committee Members:: Runze Li, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Dennis Kon Jin Lin, Committee Member
Liwang Cui, Special Member

Open Access

Author:: Li, Zheng
Title:: Joint Modeling Recurrent Events and a Terminal Event with Frailty-copula Models
Graduate Program:: Biostatistics
Keywords:: Joint Frailty-copula Models
Bayesian Augmentation
Recurrent Events
Joint Frailty Model
File:: Download zheng_li.pdf
Committee Members:: Vernon Michael Chinchilli, Dissertation Advisor/Co-Advisor
Ming Wang, Committee Chair/Co-Chair
Runze Li, Committee Member
Nasrollah Ghahramani, Committee Member
Feng Yue, Outside Member

Open Access

Author:: Chen, Chixiang
Title:: Statistical Models for Recovering Dynamic Gene Networks from Static Data
Graduate Program:: Biostatistics
Keywords:: The Genotype-Tissue Expression
Disease progression
Network learning
Ordinary differential equations
Quasi-dynamic network
File:: Download CCX_Penn_State_University_dissertation.pdf
Committee Members:: Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Ming Wang, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Joanna Floros, Outside Member
Runze Li, Committee Member
Xiang Zhan, Committee Member
Arthur Steven Berg, Program Head/Chair
Ming Wang, Dissertation Advisor/Co-Advisor

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