Multilevel clustering of extremes

We investigate asymptotic properties of two-dimensional empirical point processes of exceedances (EPPE). We give an alternative description of the class of possible limit laws. Necessary and sufficient conditions for the weak convergence of one-dimensional EPPEs and complete convergence of two-dimensional EPPEs are established.