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Convolution and convolution-root properties of long-tailed distributions

机译:长尾分布的卷积和卷积根属性

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摘要

We obtain a number of new general properties, related to the closedness ofthe class of long-tailed distributions under convolutions, that are of interestthemselves and may be applied in many models that deal with "plus" and/or "max"operations on heavy-tailed random variables. We analyse the closedness propertyunder convolution roots for these distributions. Namely, we introduce twoclasses of heavy-tailed distributions that are not long-tailed and study theirproperties. These examples help to provide further insights and, in particular,to show that the properties to be both long-tailed and so-called "generalisedsubexponential" are not preserved under the convolution roots. This leads to anegative answer to a conjecture of Embrechts and Goldie [10, 12] for the classof long-tailed and generalised subexponential distributions. In particular, ourexamples show that the following is possible: an infinitely divisibledistribution belongs to both classes, while its Levy measure is neitherlong-tailed nor generalised subexponential.
机译:我们获得了许多与卷积下的长尾分布类的闭合性有关的新的一般性质,它们本身很受关注,并且可以应用于处理重载上的“加”和/或“最大”运算的许多模型中。尾随的随机变量。我们针对这些分布在卷积根下分析了封闭性。即,我们引入了两类不是长尾的重尾分布,并研究了它们的性质。这些示例有助于提供进一步的见解,尤其是表明,长卷尾属性和所谓的“广义次指数”属性未保留在卷积根下。这导致了对长尾和广义次指数分布类的Emprechts和Goldie [10,12]猜想的否定答案。特别地,我们的示例显示了以下可能性:无限可整分的分布同时属于这两个类,而其Levy度量既不是长尾也不是广义次指数。

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