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Statistical Methods in Credit Risk Modeling - Deep …
Statistical Methods in Credit Risk ModelingbyAijun ZhangA dissertation submitted in partial fulfillmentof the requirements for the degree ofDoctor of Philosophy(Statistics)in The University of Michigan2009 Doctoral Committee:Professor Vijayan N. Nair, Co-ChairAgus Sudjianto, Co-Chair, Bank of AmericaProfessor Tailen HsingAssociate Professor Jionghua JinAssociate Professor Ji Zhuc Aijun Zhang2009 All Rights ReservedTo my elementary school, high school and university teachersiiACKNOWLEDGEMENTSF irst of all, I would express my gratitude to my advisor Prof. Vijay Nair for guidingme during the entire PhD research. I appreciate his inspiration, encouragement andprotection through these valuable years at the University of Michigan. I am thankfulto Julian Faraway for his encouragement during the first years of my PhD journey. Iwould also like to thank Ji Zhu, Judy Jin and Tailen Hsing for serving on my doctoralcommittee and helpful discussions on this thesis and other research am grateful to Dr.
Statistical Methods in Credit Risk Modeling by Aijun Zhang A dissertation submitted in partial ful llment of the requirements for the degree of Doctor of Philosophy
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