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Quadratic models for portfolio credit risk with shot-noise effects

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Abstract(s)

We propose a reduced form model for default that allows us to derive closed-form solutions to all the key ingredients in credit risk modeling: risk-free bond prices, defaultable bond prices (with and without stochastic recovery) and probabilities of survival. We show that all these quantities can be represented in general exponential quadratic forms, despite the fact that the intensity is allowed to jump producing shot-noise effects. In addition, we show how to price defaultable digital puts, CDSs and options on defaultable bonds. Further on, we study a model for portfolio credit risk where we consider both firm specific and systematic risks. The model generalizes the attempt from Duffie and Garleanu (2001). We find that the model produces realistic default correlation and clustering of defaults. Then, we show how to price first-to-default swaps, CDOs, and draw the link to currently proposed credit indices.

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Keywords

Portfolio Crédit Risk Modeling Shot-Noise Processes

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Citation

Gaspar, Raquel M. and Thorsten Schmidt. (2005). "Quadratic models for portfolio credit risk with shot-noise effects". SSE/EFI Working paper Series in Economics and Finance, No. 616, November 2005.

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Department of Finance - Stockholm School of Economics

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