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Operational risk data, when available, are usually scarce, heavy-tailed and possibly dependent. In this work, we introduce a model that captures such real-world characteristics and explicitly deals with heterogeneous pairwise and tail dependence of losses. By considering flexible families of...
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, our data from a very large US bank show that this bank could suffer, on average, more than four major losses a year. This … bank had seven losses exceeding hundreds of millions of dollars over its 52 documented losses of more than $1 million … during the 1994-2004 period. The tail of the loss distribution (a Pareto distribution without expectation whose …
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