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Copula Diagonals, Distortions and the Asymptotic Distribution of Maxima
In its most common form, extreme value theory is concerned with the limiting distribution of location-scale transformed block-maxima of a sequence of identically distributed random variables. In case the members of the sequence are independent, the weak limiting behavior of the maximum is adequately described by the classical Fisher--Tippett--Gnedenko theorem. In this presentation we are interested in the case of dependent random variables, while retaining a common marginal distribution function for all members of the sequence. This approach is facilitated by highlighting the connection between block-maxima and copula diagonals in an asymptotic context. The main goal of this presentation is to discuss a generalization of the Fisher--Tippett--Gnedenko theorem in this setting, leading to limiting distributions that are not in the class of generalized extreme value distributions.
Date and Time
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Co-auteurs (non y compris vous-même)
Marius Hofert
University of Waterloo
Johanna G. Nešlehová
McGill University
Langue de la présentation orale
Anglais
Langue des supports visuels
Anglais

Speaker

Edit Name Primary Affiliation
Klaus Peter Herrmann Université de Sherbrooke