Volume 35, Issue 3 pp. 681-703
RESEARCH ARTICLE

Extending the intensity model with joint defaults to incorporate the lasting effects from common credit events

Daniel Wei-Chung Miao

Corresponding Author

Daniel Wei-Chung Miao

Graduate Institute of Finance, National Taiwan University of Science and Technology, Taipei, Taiwan

Daniel Wei-Chung Miao, Graduate Institute of Finance, National Taiwan University of Science and Technology, Taipei, Taiwan.

Email: [email protected]

Present Address

Yung-Hsin Lee, Department of Banking and Finance, CTBC Business School, Tainan, Taiwan

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Xenos Chang-Shuo Lin

Xenos Chang-Shuo Lin

Department of Accounting Information, Aletheia University, New Taipei City, Taiwan

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Steve Hsin-Ting Yu

Steve Hsin-Ting Yu

Taiwan Futures Exchange, Taipei, Taiwan

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Yung-Hsin Lee

Yung-Hsin Lee

Industrial-Academic Research and Development Center, Lunghwa University of Science and Technology, Taoyuan, Taiwan

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First published: 12 July 2018

Abstract

This paper studies how the lasting effects of common credit events influence default probability distribution and the prices of multiname credit derivatives. Based on a joint defaults model where common credit events are used to generate simultaneous defaults, we extend the model to allow for their impacts to last for a longer while. The default intensity of each entity is heightened significantly while the impact still has an influence, until some time later when this effect fades away. Incorporating these lasting effects helps to generate higher default correlation, which is more consistent with today's highly correlated financial markets. The proposed model can be either formulated as a Markov chain or implemented by Monte Carlo simulation in order to calculate the default probability distributions and multiname derivatives prices. Our numerical results demonstrate the strong influences from the lasting effects and provide a justification of their incorporation.

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