Financially Motivated Model Performance Measures

Abstract

Since probabilistic models are now widely used for financial decision-making, model performance measurement is critically important. We discuss model performance measures that explicitly reflect the financial consequences of decisions based on the models and show how these model performance measures can uncover deficiencies in credit risk models that remain undetected by many popular measures.