Asymptotic Expansions of Estimators for the Tail Index with Applications

We present asymptotic expansions for two well-known estimators of the tail index of a distribution—the Hill's estimator and the simplified Pickands' estimator. We then use the expansions to get more accurate interval estimates. Comparisons between the two estimators are also discussed.