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Approximation and estimation of very small probabilities of multivariate extreme events

Approximation and estimation of very small probabilities of multivariate extreme events

This article discusses modelling of the tail of a multivariate distribution function by means of a large deviation principle (LDP), and its application to the estimation of the probability of a multivariate extreme event from a sample of n iid random vectors, with the probability bounded by powers of sample …