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Daul, S., De Giorgi, E., Lindskog, F. and McNeil, A. (2003)Using the grouped t-copula

Abstract

"Student-t copula models are popular, but can be over-simplistic when used to describe credit portfolios where the risk factors are numerous or dissimilar. Here, Stéphane Daul, Enrico De Giorgi, Filip Lindskog and Alexander McNeil construct a new, generalised model – the ‘grouped t-copula’ - that clusters individual risk factors within various geographical sectors. The authors show how to estimate parameters for the grouped t-copula, and compare estimates for value-at-risk and expected shortfall with those given by other models."


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