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Dynamic Hedging of Portfolio Credit Risk in a Markov Copula Model

Bielecki, Tomasz R. (author)
Cousin, Areski (author)
Crépey, Stéphane (author)
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Herbertsson, Alexander, 1977 (author)
Gothenburg University,Göteborgs universitet,Institutionen för nationalekonomi med statistik,Department of Economics
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 (creator_code:org_t)
2013-05-15
2014
English.
In: Journal of Optimization Theory and Applications. - : Springer Science and Business Media LLC. - 0022-3239 .- 1573-2878. ; 161:1, s. 90-102
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • 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.

Subject headings

SAMHÄLLSVETENSKAP  -- Ekonomi och näringsliv (hsv//swe)
SOCIAL SCIENCES  -- Economics and Business (hsv//eng)
NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)
NATURVETENSKAP  -- Matematik -- Beräkningsmatematik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Computational Mathematics (hsv//eng)

Keyword

Portfolio credit risk
Credit derivatives
Markov copula model
Common shocks Dynamic hedging

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