Investors in credit portfolios make extensive use of credit agency ratings and market-driven risk models. But some segments are faced with less visibility and a lack of public ratings, while credit portfolio management models are only as good as the credit risk data available to them. This paper reviews a data-driven framework for portfolio risk analysis and discusses practical applications of consensus credit risk estimates.
