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Revisiting Credit Scoring Models in a Basel 2 Environment

Authors: Altman, Edward I.
Keywords: Credit Risk Models;Default Probabilities;Basel 2;Z-Score;KMV
Issue Date: May-2002
Series/Report no.: FIN-02-041
Abstract: This paper discusses two of the primary motivating influences on the recent development/revisions of credit scoring models, i.e., the important implications of Basel 2’s proposed capital requirements on credit assets and the enormous amounts and rates of defaults and bankruptcies in the US in 2001-2002. Two of the more prominent credit scoring techniques, Z-Score and KMV’s EDF models, are reviewed. Finally, both models are assessed with respect to default probabilities in general and in particular to the infamous Enron debacle. In order to be effective, these and other credit risk models should be utilized by firms with a sincere credit risk culture.
Appears in Collections:Finance Working Papers

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