Comportement asymptotique des marches aleatoires associees aux polynomes de Gegenbauer et applications

Author:

Gallardo Leonard

Abstract

Random walks on N associated with orthogonal polynomials have properties similar to classical random walks on. In fact such processes have independent increments with respect to a hypergroup structure onwith a convolution and a Fourier transform which is the basic tool for their study. We illustrate these ideas by giving a description of the asymptotic behaviour (CLT and ILL) of the random walks associated with Gegenbauer's polynomials. Moreover we can then use these random walks as a reference scale to deduce asymptotic properties of other Markov chains onvia a comparison theorem which is of independent interest.

Publisher

Cambridge University Press (CUP)

Subject

Applied Mathematics,Statistics and Probability

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Excursions and path functionals for stochastic processes with asymptotically zero drifts;Stochastic Processes and their Applications;2013-06

2. Functional limit theorems for random walks on one-dimensional hypergroups;Stability Problems for Stochastic Models;1993

3. A Mehler-Heine formula for disk polynomials;Indagationes Mathematicae;1991-03

4. Central limit theorems for a class of polynomial hypergroups;Advances in Applied Probability;1990-03

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