Multivariate generalized Pareto distributions along extreme directions

Anas Mourahib, Anna Kiriliouk, Johan Segers

When modeling a vector of risk variables, extreme scenarios are often of special interest. The peaks-over-thresholds method hinges on the notion that, asymptotically, the excesses…