Polar Depth for Potentially Heavy-Tailed Data

Stephan Clemençon, Carlos Fernándes, Pavlo Mozharovskyi +1

Motivated by the analysis of the behaviour of extremes from multivariate heavy-tailed distributions, we introduce a novel notion of statistical depth, referred to as Polar Depth. T…