Dynamic Hedging of Portfolio Credit Risk in a Markov Copula Model

We devise a bottom-up dynamic model of portfolio credit risk where instantaneous contagion is represented by the possibility of simultaneous defaults. Due to a Markovian copula nature of the model, calibration of marginals and dependence parameters can be performed separately using a two-step proced...

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Veröffentlicht in:Journal of optimization theory and applications 2014-04, Vol.161 (1), p.90-102
Hauptverfasser: Bielecki, Tomasz R., Cousin, Areski, Crépey, Stéphane, Herbertsson, Alexander
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Sprache:eng
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Zusammenfassung:We devise a bottom-up dynamic model of portfolio credit risk where instantaneous contagion is represented by the possibility of simultaneous defaults. Due to a Markovian copula nature of the model, calibration of marginals and dependence parameters can be performed separately using a two-step procedure, much like in a standard static copula setup. In this sense this solves the bottom-up top-down puzzle which the CDO industry had been trying to do for a long time. This model can be used for any dynamic portfolio credit risk issue, such as dynamic hedging of CDOs by CDSs, or CVA computations on credit portfolios.
ISSN:0022-3239
1573-2878
1573-2878
DOI:10.1007/s10957-013-0318-4