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Tail Index Estimation in Models of Generalized Order Statistics

ABSTRACT This article is concerned with generalized order statistics based on a distribution function F which belongs to the domain of attraction of the Fréchet distribution G α, α > 0. We consider the Hill estimator of α which is based on extreme and intermediate generalized order statistics. Under suitable conditions its consistency and asymptotic normality is shown.