English

Independence properties of the Matsumoto--Yor type

Statistics Theory 2012-03-05 v1 Statistics Theory

Abstract

We define Letac-Wesolowski-Matsumoto-Yor (LWMY) functions as decreasing functions from (0,)(0,\infty) onto (0,)(0,\infty) with the following property: there exist independent, positive random variables XX and YY such that the variables f(X+Y)f(X+Y) and f(X)f(X+Y)f(X)-f(X+Y) are independent. We prove that, under additional assumptions, there are essentially four such functions. The first one is f(x)=1/xf(x)=1/x. In this case, referred to in the literature as the Matsumoto-Yor property, the law of XX is generalized inverse Gaussian while YY is gamma distributed. In the three other cases, the associated densities are provided. As a consequence, we obtain a new relation of convolution involving gamma distributions and Kummer distributions of type 2.

Keywords

Cite

@article{arxiv.1203.0381,
  title  = {Independence properties of the Matsumoto--Yor type},
  author = {A. E. Koudou and P. Vallois},
  journal= {arXiv preprint arXiv:1203.0381},
  year   = {2012}
}

Comments

Published in at http://dx.doi.org/10.3150/10-BEJ325 the Bernoulli (http://isi.cbs.nl/bernoulli/) by the International Statistical Institute/Bernoulli Society (http://isi.cbs.nl/BS/bshome.htm)