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arXiv 0909.5289math.STstat.TH
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多元无穷可分律的矩性质及自分解准则

Moment properties of multivariate infinitely divisible laws and criteria for self-decomposability

Theofanis Sapatinas, Damodar N. Shanbhag

摘要:

Ramachandran(1969,定理8)证明了对于任何一元无穷可分分布和任何正实数$α$,相对于分布的绝对阶矩$α$存在(作为有限数)当且仅当对于相应的L $\acute{\rm e}$ vy测度的某个截断版本是如此。在多元无穷可分分布的情况下,Sato(1999,Theorem 25.3)给出了这个结果的一个推广版本,涉及g-矩的概念。我们扩展拉玛钱德朗定理的多元情况下,牢记立即要求在适当的假设下的累积量研究的分布所提到的;格式佐藤定理刚才提到的显然不同于我们的,似乎有一个不同的议程。此外,呼吁进一步的标准的基础上L $\acute{\rm e}$ vy措施,我们确定在一定类别的多元无穷可分分布的分布是自分解的,这抛出新的光的结构方面的某些多元分布,如多元广义双曲分布研究的Barndorff-Nielsen(1977)和其他。还通过具体例子讨论了与研究有关的各种问题。

英文摘要:

Ramachandran (1969, Theorem 8) has shown that for any univariate infinitely divisible distribution and any positive real number $α$, an absolute moment of order $α$ relative to the distribution exists (as a finite number) if and only if this is so for a certain truncated version of the corresponding L$\acute{\rm e}$vy measure. A generalized version of this result in the case of multivariate infinitely divisible distributions, involving the concept of g-moments, is given by Sato (1999, Theorem 25.3). We extend Ramachandran's theorem to the multivariate case, keeping in mind the immediate requirements under appropriate assumptions of cumulant studies of the distributions referred to; the format of Sato's theorem just referred to obviously varies from ours and seems to be having a different agenda. Also, appealing to a further criterion based on the L$\acute{\rm e}$vy measure, we identify in a certain class of multivariate infinitely divisible distributions the distributions that are self-decomposable; this throws new light on structural aspects of certain multivariate distributions such as the multivariate generalized hyperbolic distributions studied by Barndorff-Nielsen (1977) and others. Various points of relevance to the study are also addressed through specific examples.

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