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math.ST2024
Multivariate extreme value theory
Philippe Naveau, Johan Segers
When passing from the univariate to the multivariate setting, modelling extremes becomes much more intricate. In this introductory exposition, classical multivariate extreme value…
math.ST2007★ 13 cited
Detecting spatial patterns with the cumulant function. Part I: The theory
Alberto Bernacchia, Philippe Naveau
In climate studies, detecting spatial patterns that largely deviate from the sample mean still remains a statistical challenge. Although a Principal Component Analysis (PCA), or eq…