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Sovereign risk modelling and applications

Abstract : This dissertation deals with the mathematical modelling of sovereign credit risk and its applications. In Chapter 1, motivated by the European sovereign debt crisis, we propose a hybrid sovereign risk model which takes into account both the movement of the sovereign solvency and the impact of critical political events besides the idiosyncratic credit risk. We are interested in the probability that the default occurs at critical political dates, for which we obtain closed-form formulae in a Markovian setting, where we deal with some unusual features, such as a treatment of the CEV model when the elasticity parameter β > 1. We compute explicitly the compensator process of default and show that the intensity process does not exist. In Chapter 2, by studying certain hybrid models in literature on credit risks, we consider a type of random times whose conditional probability distribution is not continuous and by which standard intensity and density hypotheses in the enlargement of filtrations are not satisfied. We propose a generalised density approach, where the hypothesis of Jacod is relaxed, in order to deal with such random times in the framework of progressive enlargement of filtrations We also study classic problems such as the computation of the compensator process of the random time, the decomposition of the Azéma supermartingale, as well as the martingale characterisation. The martingale and semimartingale decompositions in the enlarged filtration show that the H’-hypothesis holds in this generalised framework. In Chapter 3, we display several applications of the models proposed in the previous chapters. The most important application of the hybrid default model and the generalised density approach is the valuation of default claims. The results explain the significant negative jumps in the long-term Greek government bond yield during the sovereign debt crisis. The solvency of Greece tends to fall gradually through time and the bond yield has negative jumps when critical political events are held. In particular, the size of a jump depends on the seriousness of an exogenous shock, the elapsed time since the last political event, and the value of the recovery payment. The generalised density approach also makes possible the modelling of simultaneous defaults, which are rare but may have an important impact.
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Submitted on : Tuesday, November 29, 2016 - 10:33:06 PM
Last modification on : Thursday, December 10, 2020 - 11:04:45 AM
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  • HAL Id : tel-01405437, version 1


Jean-Francois, Shanqiu Li. Sovereign risk modelling and applications. Probability [math.PR]. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066422⟩. ⟨tel-01405437⟩



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