×

Basket CDS pricing with interacting intensities. (English) Zbl 1195.91152

A factor contagion model for correlated defaults is proposed. It covers the heterogeneous conditionally independent portfolio and the infectious default portfolio as special cases. This model assumes that some systematic factors affect the default intensities of all names in the portfolio. It is assumed that obligors in the same portfolio have the same default intensity and the contagion rate. For the realization of the proposed idea, the total hazard construction method is applied to find the joint distribution of default times. The ordered default time distribution for homogeneous contagion portfolios is derived, in which connection a recursive algorithm for general portfolio is suggested. The results are extended to the stochastic intensity model and the interacting counterparty default risk model. The analytic results are compared numerically with Monte Carlo results.

MSC:

91G10 Portfolio theory
60J75 Jump processes (MSC2010)
91G60 Numerical methods (including Monte Carlo methods)
91G20 Derivative securities (option pricing, hedging, etc.)

References:

[1] Andersen, L., Sidenius, J., Basu, S.: All your hedges in one basket. Risk November, 67–72 (2003)
[2] BCBS (Basel Committee on Banking Supervision): Studies on credit risk concentration. Working paper (2006). http://www.bis.org/publ/bcbs_wp15.pdf
[3] Collin-Dufresne, P., Goldstein, R., Hugonnier, J.: A general formula for pricing defaultable securities. Econometrica 72, 1377–1407 (2002) · Zbl 1141.91431 · doi:10.1111/j.1468-0262.2004.00538.x
[4] Das, S.R., Duffie, D., Kapadia, N., Saita, L.: Common failings: how corporate defaults are correlated. J. Finance 62, 93–117 (2007) · doi:10.1111/j.1540-6261.2007.01202.x
[5] Davis, M.H.A., Lo, V.: Infectious defaults. Quant. Finance 1, 305–308 (2001) · doi:10.1080/713665730
[6] Duffie, D.: Credit risk modeling with affine processes. J. Bank. Finance 29, 2751–2802 (2005) · doi:10.1016/j.jbankfin.2005.02.006
[7] Duffie, D., Filipović, D., Schachermayer, W.: Affine processes and applications in finance. Ann. Appl. Probab. 13, 984–1053 (2003) · Zbl 1048.60059 · doi:10.1214/aoap/1060202833
[8] Duffie, D., Gârleanu, N.: Risk and valuation of collateralized debt obligations. Financ. Anal. J. 57, 41–59 (2001) · doi:10.2469/faj.v57.n1.2418
[9] Duffie, D., Pan, J., Singleton, K.: Transform analysis and asset pricing for affine jump diffusions. Econometrica 68, 1343–1376 (2000) · Zbl 1055.91524 · doi:10.1111/1468-0262.00164
[10] Frey, R., Backhaus, J.: Portfolio credit risk models with interacting default intensities: a Markovian approach. Working paper (2004). http://www.math.uni-leipzig.de/\(\sim\)frey/interacting-intensities-final.pdf
[11] Glasserman, P.: Tail approximations for portfolio credit risk. J. Deriv. Winter, 24–42 (2004) · doi:10.3905/jod.2004.450966
[12] Gregory, J.: Credit Derivatives: The Definitive Guide. Risk Book (2003)
[13] Herbertsson, A., Rootzén, H.: Pricing kth-to-default swaps under default contagion: the matrix-analytic approach. Working paper (2006). http://www.math.chalmers.se/\(\sim\)rootzen/papers/Herbertsson_Rootzen_2006.pdf
[14] Jarrow, R., Yu, F.: Counterparty risk and the pricing of defaultable securities. J. Finance 53, 2225–2243 (2001)
[15] Leung, S.Y., Kwok, Y.K.: Credit default swap valuation with counterparty risk. Kyoto Econ. Rev. 74, 25–45 (2005)
[16] Li, D.X.: On default correlation: a copula function approach. J. Fixed Income 9, 43–54 (2000) · doi:10.3905/jfi.2000.319253
[17] Norros, I.: A compensator representation of multivariate life length distributions with applications. Scand. J. Stat. 13, 99–112 (1986) · Zbl 0627.62097
[18] Schönbucher, P.J.: Credit Derivative Pricing Models. Wiley, New York (2003)
[19] Shaked, M., Shanthikumar, J.G.: The multivariate hazard construction. Stoch. Process. Appl. 24, 241–258 (1987) · Zbl 0622.60023 · doi:10.1016/0304-4149(87)90015-9
[20] Yu, F.: Correlated defaults in intensity-based models. Math. Finance 17, 155–173 (2007) · Zbl 1186.91237 · doi:10.1111/j.1467-9965.2007.00298.x
[21] Zheng, H.: Efficient hybrid methods for portfolio credit derivatives. Quant. Finance 6, 349–357 (2006) · Zbl 1134.91474 · doi:10.1080/14697680600696312
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.