Independence properties of the Matsumoto--Yor type
Abstract
We define Letac-Wesolowski-Matsumoto-Yor (LWMY) functions as decreasing functions from onto with the following property: there exist independent, positive random variables and such that the variables and are independent. We prove that, under additional assumptions, there are essentially four such functions. The first one is . In this case, referred to in the literature as the Matsumoto-Yor property, the law of is generalized inverse Gaussian while 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)