Technical paper/Loss given default (LGD)
A multi-state Vasicek model for correlated default rate and loss severity
Correlation between default and recovery has an important bearing on credit risk capital. Here, Rahul Sen shows that the effect can be modelled efficiently by allowing multiple loss states in the Vasicek framework. Heavy-tailed distributions result for…
A multi-state Vasicek model for correlated default rate and loss severity
Correlation between default and recovery has a major bearing on credit risk capital. Rahul Sen shows the effect can be modelled efficiently by allowing multiple loss states in the Vasicek framework. Heavy-tailed distributions result for arbitrary loss…
A multi-state Vasicek model for correlated default rate and loss severity
Correlation between default and recovery has an important bearing on credit risk capital. Here, Rahul Sen shows that the effect can be modelled efficiently by allowing multiple loss states in the Vasicek framework. Heavy-tailed distributions result for…
Uncovering PD/LGD liaisons
Francisco Sanchez, Roland Ordovas, Elena Martinez and Manuel Vega consider the presence of correlation between default and recovery through the familiar variance of loss formula. Business cycle dependence permits a neat decomposition of the variance…
Going downturn
There is much debate regarding the definition of 'downturn' loss given default (LGD). In this article, Michael Barco offers an analytic approach for calculating downturn LGD so that credit risk capital is not underestimated or overestimated
Going downturn
There is much debate regarding the definition of 'downturn' loss given default (LGD). In this article, Michael Barco offers an analytic approach for calculating downturn LGD so that credit risk capital is not underestimated or overestimated
Modelling CDO tranches with dependent loss given default
Guido Giese presents an analytic methodology for pricing collateralised debt obligations tranches including stochastic and dependent loss given default
Default and recovery correlations - a dynamic econometric approach
Integrating coherences between defaults and loss given default (LGD) is postulated by Basel II. If there is a positive correlation between the two, separate models for each lead to biased estimates for the LGD parameters, and the economic loss is…
Default and recovery correlations - a dynamic econometric approach
Integrating coherences between defaults and loss given default (LGD) is postulated by Basel II. If there is a positive correlation between the two, separate models for each lead to biased estimates for the LGD parameters, and the economic loss is…
Modelling and estimating dependent loss given default
Martin Hillebrand proposes a portfolio credit risk model with dependent loss given default (LGD), offering a reasonable economic interpretation that is easily applicable to real data. He builds a precise mathematical framework, and stresses some…
A saddle for complex credit portfolio models
Guido Giese applies the saddle-point approximation to analyse tail losses for very general credit portfolios, including correlated defaults, stochastic recovery rates, and dependency between default probabilities and recovery rates. The numerical…
Quantifying operational risk
This is the fifth of Charles Smithson's latest series of Class Notes, which will run in alternate issues of Risk through to the end of 2004. Class Notes is an educational series, designed to pull together the threads of recent developments and thinking…
Bringing credit portfolio modelling to maturity
Michael Barco shows how to perform mark-to-market credit portfolio modelling by extendingthe well-known saddle-point technique, introducing spread and recovery rate volatility. Hethen tests his results on a fictitious portfolio, showing how asset…
Bringing credit portfolio modelling to maturity
Michael Barco shows how to perform mark-to-market credit portfolio modelling by extending the well-known saddle-point technique, introducing spread and recovery rate volatility. He then tests his results on a fictitious portfolio, showing how asset…
Probing granularity
The granularity adjustment, which adjusts risk weightings for credit portfolio diversification, is one of Basel II’s key modelling assumptions. Here, Tom Wilde uncovers a weakness in this assumption arising from the differences in the underlying credit…
Weighting for Risk
Basel has recognised that collateral and seniority give banks an advantage when an obligor defaults. Here, Jon Frye argues that the proposal may encourage banks to lend on the collateral – a practice that could threaten their own survival – and proposes…