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The role of correlation

In this second column on the potential pro-cyclicality of Basel II, David Rowe surveys recent research on the role of correlation between probability of default and recovery rates, as well as among default probabilities

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There is a strong intuition that default rates (DR) and recovery rates (RR) will exhibit a negative correlation over time. In their July 2002 BIS working paper, Altman, Resti & Sironi examined this question using annual US non-investment-grade bond market data from 1982 through 2000.1 On a univariate basis, they found clear empirical evidence for such a negative correlation. The relationship

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The wild world of credit models

The Covid-19 pandemic has induced a kind of schizophrenia in loan-loss models. When the pandemic hit, banks overprovisioned for credit losses on the assumption that the economy would head south. But when government stimulus packages put wads of cash in…

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