Analysis of complex survival and longitudinal data in observational studies

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Analysis of complex survival and longitudinal data in observational studies

Analysis of Complex Survival and Longitudinal Data in Observational StudiesbyFail WilA dissertation submitted in partial fulfillment of the requiremen

Analysis of complex survival and longitudinal data in observational studies nts for the degree of Doctor of Philosophy (Biostatistics) in The University of Michigan 2017Doctoral Committee:Professor Yi Li. Co-ChairResearch Assi

stant Professor Sehee Kim, Co-ChairAssistant Professor Sling Kynn ParkProfessor Emeritus Roger Wiggins Associate Professor Min ZhangTruly, truly, I sa Analysis of complex survival and longitudinal data in observational studies

y to you, unless a grain of wheat falls into the earth and dies, it remains alone: but if it dies, it bears much fruit. John 12:21ọ Bui \Vh 21117 All

Analysis of complex survival and longitudinal data in observational studies

Rights ReservedACKNOWLEDGEMENTS1 would like to t hank my Advisors, Dr. Yi Li and Dr. Schoo Kim, whose support and guidance have helped me during t he

Analysis of Complex Survival and Longitudinal Data in Observational StudiesbyFail WilA dissertation submitted in partial fulfillment of the requiremen

Analysis of complex survival and longitudinal data in observational studies choosing the topics for my research, and provided me wit h his instruction and inspiration whenever I meet obstacles. 1 am deeply gratefid to Sehee f

or all her effort and t ime spent on revising my manuscripts. This work would not have l>een completed without (he back-to-back meetings with her.Spec Analysis of complex survival and longitudinal data in observational studies

ial thanks go to my other commit tee members. Dr. Min Zhang has been giving me constructive suggest ions since I took her repeated measures class. It

Analysis of complex survival and longitudinal data in observational studies

is a great pleasure that I had the opportunity to work with her on the third project. I would like to thank Dr. Sung Kyun Park for providing the Norma

Analysis of Complex Survival and Longitudinal Data in Observational StudiesbyFail WilA dissertation submitted in partial fulfillment of the requiremen

Analysis of complex survival and longitudinal data in observational studies gins, whose passion about, research has been a real inspiration for me. I have learned so much from his expertise in kidney diseases.Thanks are due to

Dr. Dorota Dabrowska from the University of California, Los Angeles. She has been very supportive during my application for doctoral study, which gav Analysis of complex survival and longitudinal data in observational studies

e me the chance to join Michigan in the first, place. Wit h her rich knowledge in survival analysis, she provided me a lot. of advices for my projects

Analysis of complex survival and longitudinal data in observational studies

on the left-t rimcatcd data.iiiI would like to thank my friends and colleagues at the University of Michigan. During my difficult lime trying to figu

Analysis of Complex Survival and Longitudinal Data in Observational StudiesbyFail WilA dissertation submitted in partial fulfillment of the requiremen

Analysis of complex survival and longitudinal data in observational studies ihuai have alway been there and ready to lend me a hand at times when I need help.No words can express my gratitude for the full and hearty support of

my parents for my study and research. Though they may not understand my work, their unconditional love has always soothed and comforted me over the y Analysis of complex survival and longitudinal data in observational studies

ears. Lastly. I would like to thank Chen and Sasa. It could have taken me less time to finish this dissertation without them giving me so much joyful

Analysis of complex survival and longitudinal data in observational studies

memories, or it could have never lieen finished at all.

Analysis of Complex Survival and Longitudinal Data in Observational StudiesbyFail WilA dissertation submitted in partial fulfillment of the requiremen