Moment Estimator for the Index of an Extreme-Value Distribution.

摘要

We extend Hill's well-known estimator for the index of a distribution function with regularly varying tail to an estimate for the index of an extreme-value distribution. Consistency and asymptotic normality are proved. The estimator is used for high quantile and endpoint estimation. Keywords: Reprints; Extreme-value theory; Parameter estimation. (kr)