Closure of some heavy-tailed distribution classes under random convolution* |
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Authors: | Remigijus Leipus Jonas ?iaulys |
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Affiliation: | 1. Faculty of Mathematics and Informatics, Vilnius University, Naugarduko 24, LT-03225, Vilnius, Lithuania 2. Institute of Mathematics and Informatics, Vilnius University, Akademijos 4, LT-08663, Vilnius, Lithuania
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Abstract: | In this paper, we consider the closure property of a random convolution $ sumnolimits_{n = 0}^infty {{p_n}{F^*}^n} $ , where F is a heavy-tailed distribution on [0, ??), and p n (n?=?0, 1, . . . ) are the local probabilities of a nonnegative integer-valued random variable. We obtain conditions under which the fact that distribution F belongs to the dominatedly varying-tailed class, long-tailed class, or to the intersection of these classes implies that $ sumnolimits_{n = 0}^infty {{p_n}{F^*}^n} $ is in the same class. |
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