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We propose an alternative approach to the modeling of the positive dependence between the probability of default and the loss given default in a portfolio of exposures, using a bivariate urn process. The model combines the power of Bayesian nonparametrics and statistical learning, allowing for...
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banks. We develop an EL model where LGD estimates are based on current collateral values and PD dynamics are estimated using …This paper presents a framework for estimating losses in the residential real estate mortgage portfolios of German …-trigger hypothesis of mortgage defaults. In order to analyse the possible credit losses stemming from residential mortgage lending we …
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