Title of article :
Lévy-Sheffer and IID-Sheffer polynomials with applications to stochastic integrals
Author/Authors :
Schoutens، نويسنده , , Wim، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1998
Abstract :
In [11] an unusual connection between orthogonal polynomials and martingales has been studied. There, all orthogonal Sheffer polynomials, were linked to a unique Lévy process, i.e., a continuous time stochastic process with stationary and independent increments. The connection between the polynomials and the Lévy process is expressed by a martingale relation.
application of these martingales we show that the Charlier polynomials are the counterparts for Itôʹs integral with respect to a variant of the Poisson process of the customary powers.
ler approach is possible when trying to obtain discrete time martingales from a Sheffer set. We illustrate this by for example relating Krawtchouk polynomials to partial sums of Bernoulli IID variables.
Keywords :
Lévy processes , Stochastic integration , IID Random variables , Sheffer polynomials , martingales , orthogonal polynomials
Journal title :
Journal of Computational and Applied Mathematics
Journal title :
Journal of Computational and Applied Mathematics