Credit risk modelling : a hybrid approach using KMV-merton and CreditRisk+.

This paper focuses on the use of a combination of a structural model (KMV-Merton) and a reduced-form model (CreditRisk+) to generate a loss distribution of a loan portfolio. We will provide a brief literature review and mathematical derivation of the two models. Next we will apply the KMV-Merton Mod...

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書目詳細資料
Main Authors: Cheng, Ming Kang., Chua, Yuan Sheng., Wee, Aaron Wei Jie.
其他作者: Leon Chuen Hwa
格式: Final Year Project
語言:English
出版: 2010
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在線閱讀:http://hdl.handle.net/10356/35552
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機構: Nanyang Technological University
語言: English
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總結:This paper focuses on the use of a combination of a structural model (KMV-Merton) and a reduced-form model (CreditRisk+) to generate a loss distribution of a loan portfolio. We will provide a brief literature review and mathematical derivation of the two models. Next we will apply the KMV-Merton Model to a group of companies from the Singapore Exchange (SGX) to obtain the Merton Expected Default Probability for each company. We will then use these results as the parameters in the implementation of the CreditRisk+ Model for the calculation of the loss distribution of a loan portfolio.