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Contagion effect on bond portfolio risk measures in a hybrid credit risk model
Institution:1. SIGMA, Coventry University, CV1 5FB Coventry, United Kingdom;2. Department of Mathematical Sciences, University of Liverpool, Peach Street, L69 7ZL Liverpool, United Kingdom;3. Institute for Risk and Uncertainty, University of Liverpool, Peach Street, L69 7ZF Liverpool, United Kingdom
Abstract:This paper illustrates how modelling the contagion effect among assets of a given bond portfolio changes the risk perception associated to it. This empirical work is developed in a hybrid credit risk framework that incorporates recovery rate risk. Dependence structures among firms and between external shocks affecting firms together are considered. The presence of correlations among firm leverage ratios and the interrelation between default probabilities and recovery rates produces clusters of defaults with low recovery rates. This has a major impact on standard risk measures such as Value-at-Risk and conditional tail expectation. Consequently, an appropriate measurement of the contagion has a tremendous effect on the capital requirement of many financial institutions.
Keywords:Credit risk  Recovery risk  Contagion  Bond portfolio  Value-at-Risk
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