English

Some properties of the free stable distributions

Probability 2018-05-08 v2 Operator Algebras

Abstract

We investigate certain analytical properties of the free α\alpha-stable densities on the line. We prove that they are all classically infinitely divisible when α1\alpha\le 1, and that they belong to the extended Thorin class when α3/4.\alpha \leq 3/4. The L\'evy measure is explicitly computed for α=1,\alpha =1, showing that the free 1-stable random variables are not Thorin except in the drifted Cauchy case. In the symmetric case we show that the free stable densities are not infinitely divisible when α>1.\alpha > 1. In the one-sided case we prove, refining unimodality, that the densities are whale-shaped that is their successive derivatives vanish exactly once. Finally, we derive a collection of results connected to the fine structure of the one-sided free stable densities, including a detailed analysis of the Kanter random variable, complete asymptotic expansions at zero, a new identity for the Beta-Gamma algebra, and several intrinsic properties of whale-shaped densities.

Keywords

Cite

@article{arxiv.1805.01133,
  title  = {Some properties of the free stable distributions},
  author = {Takahiro Hasebe and Thomas Simon and Min Wang},
  journal= {arXiv preprint arXiv:1805.01133},
  year   = {2018}
}

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44 pages