This paper introduces the quantile regression- based Distance-to-Default to Probability of Default (DD-PD) mapping …

Using a structural model of default, we construct a measure of systemic default defined as the probability that many … firms default at the same time. We account for correlations in defaults between firms through exposures to common shocks …. The systemic default measure spikes during recession periods and is correlated with macroeconomic indicators and future …