Dual Divergence Estimators of the Tail Index

Abstract EN

The main purpose of the present paper is to propose a new estimator of the tail index using ϕ-divergences and the duality technique.

These estimators are explored with respect to robustness through the influence function approach.

The empirical performances of the proposed estimators are illustrated by simulation.