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arxiv: 1204.0332 · v1 · pith:XBVNDKISnew · submitted 2012-04-02 · 🧮 math.PR · stat.ME

Max-stable models for multivariate extremes

classification 🧮 math.PR stat.ME
keywords max-stablemultivariateextremesmodelsdeviceaccountalthoughanalysis
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Multivariate extreme-value analysis is concerned with the extremes in a multivariate random sample, that is, points of which at least some components have exceptionally large values. Mathematical theory suggests the use of max-stable models for univariate and multivariate extremes. A comprehensive account is given of the various ways in which max-stable models are described. Furthermore, a construction device is proposed for generating parametric families of max-stable distributions. Although the device is not new, its role as a model generator seems not yet to have been fully exploited.

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