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Large and Moderate Deviations for Conservative Tail-Index Estimation

Gösgens, Martijn et al.
arXiv (All) · Papers
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probabilitystatistics-theory
To design systems that are protected against events much rarer than the observational record, extreme-value methods are needed to extrapolate distribution tails. Tail-index estimators such as the Hill estimator are central to this extrapolation, but overestimating the tail exponent can lead to subst
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