English

On the self-decomposability of the Fr\'echet distribution

Probability 2013-02-14 v1 Statistics Theory Statistics Theory

Abstract

Let {Γt,t0}\{\Gamma_t, \, t\ge 0\} be the Gamma subordinator. Using a moment identification due to Bertoin-Yor (2002), we observe that for every t>0t > 0 and α(0,1)\alpha\in (0,1) the random variable Γtα\Gamma_t^{-\alpha} is distributed as the exponential functional of some spectrally negative L\'evy process. This entails that all size-biased samplings of Fr\'echet distributions are self-decomposable and that the extreme value distribution FξF_\xi is infinitely divisible if and only if ξ∉(0,1),\xi\not\in (0,1), solving problems raised by Steutel (1973) and Bondesson (1992). We also review different analytical and probabilistic interpretations of the infinite divisibility of Γtα\Gamma_t^{-\alpha} for t,α>0.t,\alpha > 0.

Keywords

Cite

@article{arxiv.1302.3097,
  title  = {On the self-decomposability of the Fr\'echet distribution},
  author = {Pierre Bosch and Thomas Simon},
  journal= {arXiv preprint arXiv:1302.3097},
  year   = {2013}
}