A new family of mappings of infinitely divisible distributions related to the goldie–steutel–bondesson class

Takahiro Aoyama, Alexander Lindner, Makoto Maejima

研究成果査読

6 被引用数 (Scopus)

抄録

Let (X(μ)t ≥ 0) be a Levy process on ℝd whose distribution at time 1 is a d-dimensional infinitely distribution μ. It is known that the set of all infinitely divisible distributions on ℝd, each of which is represented by the law of a stochastic integral ∫10 log 1/t dX(μ)t for some infinitely divisible distribution on ℝd , coincides with the Goldie-Steutel-Bondesson class, which, in one dimension, is the smallest class that contains all mixtures of exponential distributions and is closed under convolution and weak convergence. The purpose of this paper is to study the class of infinitely divisible distributions which are represented as the law of ∫10 (log 1/t)1/α dX(μ)t for general α > 0. These stochastic integrals define a new family of mappings of infinitely divisible distributions. We first study properties of these mappings and their ranges. Then we characterize some subclasses of the range by stochastic integrals with respect to some compound Poisson processes. Finally, we investigate the limit of the ranges of the iterated mappings.

本文言語English
ページ(範囲)1119-1142
ページ数24
ジャーナルElectronic Journal of Probability
15
DOI
出版ステータスPublished - 1月 1 2010
外部発表はい

ASJC Scopus subject areas

  • 統計学および確率
  • 統計学、確率および不確実性

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