Journal of the Australian Mathematical Society Series A Pure Mathematics and Statistics · 1996 · 268 citations · 9 references
Natural SciencesMathematicsProbability TheoryStochastic ProcessesTheoretical PhysicsExtreme Value TheoryLimit TheoremsExtreme Value AnalysisInverse Function TheoremLaplace TransformLaplace Transforms Of Differential EquationsMonotone OperatorsSecond-order Regular VariationTauberian Theorems
Abstract Assume that for a measurable funcion f on (0, ∞) there exist a positive auxiliary function a(t) and some γ ∈ R such that . Then f is said to be of generalized regular variation. In order to control the asymptotic behaviour of certain estimators for distributions in extreme value theory we are led to study regular variation of second order, that is, we assume that exists non-trivially with a second auxiliary function a 1 (t). We study the possible limit functions in this limit relation (defining generalized regular variation of second order) and their domains of attraction. Furthermore we give the corresponding relation for the inverse function of a monotone f with the stated property. Finally, we present an Abel-Tauber theorem relating these functions and their Laplace transforms.
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Tail Estimates Motivated by Extreme Value Theory
Richard A. Davis, Sidney I. Resnick · The Annals of Statistics · 1984 · 163 citations · Full text