Information criteria for the number of directions of extremes in high-dimensional data

Lucas Butsch, Vicky Fasen-Hartmann

In multivariate extreme value analysis, the estimation of the dependence structure in extremes is demanding, especially in the context of high-dimensional data. Therefore, a common…