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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...
Persistent link: https://www.econbiz.de/10012127587
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 …
Persistent link: https://www.econbiz.de/10012012997
product of exposure at default (EAD), probability of default (PD), and loss given default (LGD) of the loan. Simple weighted … (by EAD) means of PD and LGD are intuitive summaries however they do not satisfy a reconciliation property whereby their …, especially when trying to ascertain whether changes in EAD, PD, or LGD are responsible for a change in EL. We propose means for …
Persistent link: https://www.econbiz.de/10012127917
We consider a system where the asset values of firms are correlated with the default thresholds. We first evaluate the probability of default of a single firm under the correlated assets assumptions. This extends Merton’s probability of default of a single firm under the independent asset...
Persistent link: https://www.econbiz.de/10011543135
In this study, we consider the construction of through-the-cycle ("TTC") PD models designed for credit underwriting … uses and point-in-time ("PIT") PD models suitable for early warning uses, considering which validation elements should be … emphasized in each case. We build PD models using a long history of large corporate firms sourced from Moody's, with a large …
Persistent link: https://www.econbiz.de/10012698321
The current study investigates the recent mortgage crisis to determine whether deteriorating aggregate loan …
Persistent link: https://www.econbiz.de/10013106711
Persistent link: https://www.econbiz.de/10009746739
The sharp fall of property prices after the Asian financial crisis has led many residential mortgage holders in Hong … probability of default on mortgage loans, which is an important issue in view of the fact that residential mortgage lending …) as a major determinant for mortgage default decisions. It also finds that the default probability is positively …
Persistent link: https://www.econbiz.de/10014211092
We investigate the spatial dependence between commercial and residential mortgage defaults. A new class of observation … large panels of mortgage loan records. The score dynamics in the models is driven by so-called generalized residuals, and …
Persistent link: https://www.econbiz.de/10013236566
Persistent link: https://www.econbiz.de/10014261243