Assessing corporate risk: a PD model based on credit ratings

Abstract

This paper proposes a model which tries to mimic agencies corporate ratings. Using financial data for more than 1,400 firms across several years, a model based on financial statements was estimated and yielded reasonable accuracy for companies of diverse sizes and industries. The model was able to predict ratings within 3 notches of accuracy for about 90% of the cases.