A reduced-form model with default intensities containing contagion and regime-switching Vasicek processes
Jie GUO, Guojing WANG
A reduced-form model with default intensities containing contagion and regime-switching Vasicek processes
The contagion credit risk model is used to describe the contagion effect among different financial institutions. Under such a model, the default intensities are driven not only by the common risk factors, but also by the defaults of other considered firms. In this paper, we consider a two-dimensional credit risk model with contagion and regime-switching. We assume that the default intensity of one firm will jump when the other firm defaults and that the intensity is controlled by a Vasicek model with the coefficients allowed to switch in different regimes before the default of other firm. By changing measure, we derive the marginal distributions and the joint distribution for default times. We obtain some closed form results for pricing the fair spreads of the first and the second to default credit default swaps (CDSs). Numerical results are presented to show the impacts of the model parameters on the fair spreads.
Contagion / credit default swap (CDS) / regime-switching / default intensity / Vasicek model
[1] |
Artzner P, Delbaen F. Default risk insurance and incomplete markets. Math Finance, 1995, 5: 187–195
CrossRef
Google scholar
|
[2] |
Bao Q F, Chen S, Li S H. Unilateral CVA for CDS in a contagion model with stochastic pre-intensity and interest. Econ Model, 2012, 29: 471–477
CrossRef
Google scholar
|
[3] |
Bo L J, Wang Y J, Yang X W. On the default probability in a regime-switching regulated market. Methodol Comput Appl Probab, 2014, 16: 101–113
CrossRef
Google scholar
|
[4] |
Buffington J, Elliott R J. American options with regime switching. Int J Theor Appl Finance, 2002, 5: 497–514
CrossRef
Google scholar
|
[5] |
Chen P, Yang H L. Pension funding problem with regime-switching geometric Brownian motion assets and liabilities. Appl Stoch Model Bus Ind, 2010, 26: 125–141
CrossRef
Google scholar
|
[6] |
Collin-Dufresne P, Goldstein R, Hugonnier J. A general formula for valuing defaultable securities. Econometrica, 2004, 72: 1377–1407
CrossRef
Google scholar
|
[7] |
Davis M, Lo V. Infectious defaults. Quant Finance, 2001, 1: 382–387
CrossRef
Google scholar
|
[8] |
Dong Y H, Wang G J. A contagion model with Markov regime-switching intensities. Front Math China, 2014, 9: 45–62
CrossRef
Google scholar
|
[9] |
Dong Y H, Yuen K C, Wang G J, Wu C F. A reduced-form model for correlated defaults with regime-switching shot noise intensities. Methodol Comput Appl Probab, 2016, 18: 459–486
CrossRef
Google scholar
|
[10] |
Dong Y H, Yuen K C, Wu C F. Unilateral counterparty risk valuation of CDS using a regime-switching intensity model. Statist Probab Lett, 2014, 85: 25–35
CrossRef
Google scholar
|
[11] |
Duffie D, Garleanu N. Risk and valuation of collateralized debt obligations. Financ Anal J, 2001, 57: 41–59
CrossRef
Google scholar
|
[12] |
Duffie D, Schroder M, Skiadas C. Recursive valuation of defaultable securities and the timing of resolution of uncertainty. Ann Appl Probab, 1996, 6: 1075–1090
CrossRef
Google scholar
|
[13] |
Duffie D, Singleton K J. Modeling term structures of defaultable bonds. Rev Financ Stud, 1999, 12: 687–720
CrossRef
Google scholar
|
[14] |
Elliott R J, Aggoun L, Moore J B. Hidden Markov Models: Estimation and Control.Berlin-Heidelberg-New York: Springer-Verlag, 1994
|
[15] |
Jarrow R A, Turnbull S M. Pricing derivatives on financial securities subject to credit risk. J Finance, 1995, 50: 53–85
CrossRef
Google scholar
|
[16] |
Jarrow R A, Yu F. Counterparty risk and the pricing of defaultable securities. J Finance, 2001, 56: 1765–1799
CrossRef
Google scholar
|
[17] |
Leung S Y, Kwok Y K. Credit default swap valuation with counterparty risk. Kyoto Econ Rev, 2005, 74: 25–45
|
[18] |
Liang X, Wang G J. On a reduced form credit risk model with common shock and regime switching. Insurance Math Econom, 2012, 51: 567–575
CrossRef
Google scholar
|
[19] |
Liang X, Wang G J, Dong Y H. A Markov regime switching jump-diffusion model for the pricing of portfolio credit derivatives. Statist Probab Lett, 2013, 83: 373–381
CrossRef
Google scholar
|
[20] |
Lindskog F, McNeil A J. Common Poisson shock models: applications to insurance and credit risk modelling. Astin Bull, 2001, 33: 209–238
CrossRef
Google scholar
|
[21] |
Shen Y, Siu T K. Pricing bond options under a Markovian regime-switching Hull-White model. Econ Model, 2013, 30: 933–940
CrossRef
Google scholar
|
[22] |
Yu F. Correlated defaults in intensity-based models. Math Finance, 2007, 17: 155–173
CrossRef
Google scholar
|
/
〈 | 〉 |