On a new Sheffer class of polynomials related to normal product distribution
Probability
2018-02-20 v1
Abstract
Consider a generic random element in the second Wiener chaos with a finite number of non-zero coefficients in the spectral representation where is a sequence of i.i.d . Using the recently discovered (see Arras et al. \cite{a-a-p-s-stein}) stein operator associated to , we introduce a new class of polynomials We analysis in details the case where is distributed as the normal product distribution , and relate the associated polynomials class to Rota's {\it Umbral calculus} by showing that it is a \textit{Sheffer family} and enjoys many interesting properties. Lastly, we study the connection between the polynomial class and the non-central probabilistic limit theorems within the second Wiener chaos.
Keywords
Cite
@article{arxiv.1802.06671,
title = {On a new Sheffer class of polynomials related to normal product distribution},
author = {Ehsan Azmoodeh and Dario Gasbarra},
journal= {arXiv preprint arXiv:1802.06671},
year = {2018}
}
Comments
2 figures