Optimal Simultaneous Validation Tests of Default Probabilities, Dependencies, and Credit Risk Models

Abstract:     
We provide a general, model-independent approach to the construction of optimal simultaneous validation tests of credit default probabilities, dependencies between creditors, and credit risk models that maximize the power of test for any given portfolio-size and number of periods of data available. Results can be used to validate banks' estimates of rating default probabilities, correlations and choice of credit risk models in the Basel II supervisory review process. Example-analyses are given for the generalized asset value model.

Number of Pages in PDF File: 11

Keywords: Rating validation, backtesting, model validation, banking regulation

JEL Classification: C5, C52

working papers series