Asset correlations for credit card defaults

Abstract

The capital requirements formula within the Basel II Accord is based on a Merton one-factor model and in the case of credit cards an asset correlation of 4% is assumed. In this article we estimate the asset correlation for two datasets assuming the one-factor model. We find that the asset correlations assumed by Basel II are much higher than those observed in the datasets we analyse. We show the reduction in capital requirements that a typical lender would have if the values we estimated were implemented in the Basel Accord in place of the current values. © 2012 Taylor & Francis.