Empirical Likelihood based Confidence Regions for first order parameters of a heavy tailed distribution

Julien Worms, Rym Worms

Let $X_1,\dots ,X_n$ be some i.i.d. observations from a heavy tailed distribution $F$, i.e. such that the common distribution of the excesses over a high threshold $u_n$ can be a…