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arXiv · 1710.04572

On free Generalized Inverse Gaussian distributions

Takahiro Hasebe·Kamil Szpojankowski
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Abstract

We study here properties of free Generalized Inverse Gaussian distributions (fGIG) in free probability. We show that in many cases the fGIG shares similar properties with the classical GIG distribution. In particular we prove that fGIG is freely infinitely divisible, free regular and unimodal, and moreover we determine which distributions in this class are freely selfdecomposable. In the second part of the paper we prove that for free random variables $X,Y$ where $Y$ has a free Poisson distribution one has $X\stackrel{d}{=}\frac{1}{X+Y}$ if and only if $X$ has fGIG distribution for special choice of parameters. We also point out that the free GIG distribution maximizes the same free entropy functional as the classical GIG does for the classical entropy.

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Takahiro Hasebe, Kamil Szpojankowski. 2017-10-12. On free Generalized Inverse Gaussian distributions. https://arxiv.org/abs/1710.04572

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