In this paper, we establish a class of default risk models with possible dynamical contagion between different obligors. Thereby, we derive explicitly the pricing formulae by set-valued Markov chain approach. As an application, we employ the default contagion model to price synthetic CDOs. The calculation time is reduced dramatically comparing with related literatures, especially, when the number of reference obligors is large.
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