Clustering extremal dependence structures via Wasserstein distances between angular measures

Kamal Gasser, Francesco Ragone, Johan Segers

Grouping random vectors by their joint extremal behaviour is a recurring task in climate science, hydrology, and finance. Classical clustering is driven by typical observations, wh…