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Article Dans Une Revue Probability and Mathematical Statistics Année : 2017

Tail asymptotics of light-tailed Weibull-like sums

Résumé

We consider sums of $n$ i.i.d. random variables with tails close to $\exp\{-x^\beta\}$ for some $\beta>1$. Asymptotics developed by Rootz\'en (1987) and Balkema, Kl\"uppelberg & Resnick (1993) are discussed from the point of view of tails rather of densities, using a somewhat different angle, and supplemented with bounds, results on a random number $N$ of terms, and simulation algorithms.

Dates et versions

hal-02014819 , version 1 (11-02-2019)

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Søren Asmussen, Enkelejd Hashorva, Patrick J. Laub, Thomas Taimre. Tail asymptotics of light-tailed Weibull-like sums. Probability and Mathematical Statistics, 2017, 37 (2), pp.235 - 256. ⟨hal-02014819⟩
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