regulatory agencies have focused a great deal of energy on incorporating macroeconomic sensitivity into credit models. Reduced form models are naturally suited to this approach as well. In fact, Figlewski, Frydman, and Liang (2012) demonstrate the sensitivity of default rates to common macroeconomic variables within a given ratings grade, suggesting that ratings themselves are not well suited to this new focus.