A variety of statistical methods have been introduced which use information such as accounting data and bankruptcy ratios to obtain quantitative estimates of credit risk and also to evaluate the overall risk inherent in particular portfolios.
These techniques have facilitated the rapid development of markets for syndicated loans, ABSs, and small-value business loans based on scoring models, as well as markets for non-recourse loans and credit derivatives.