STOCHASTIC INTEGRALS - A COMBINATORIAL APPROACH

Citation
Gc. Rota et Tc. Wallstrom, STOCHASTIC INTEGRALS - A COMBINATORIAL APPROACH, Annals of probability, 25(3), 1997, pp. 1257-1283
Citations number
40
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00911798
Volume
25
Issue
3
Year of publication
1997
Pages
1257 - 1283
Database
ISI
SICI code
0091-1798(1997)25:3<1257:SI-ACA>2.0.ZU;2-O
Abstract
A combinatorial definition of multiple stochastic integrals is given i n the setting of random measures. It is shown that some properties of such stochastic integrals, formerly known to hold in special cases, ar e instances of combinatorial identities on the lattice of partitions o f a set. The notion of stochastic sequences of binomial type is introd uced as a generalization of special polynomial sequences occuring in s tochastic integration, such as Hermite, Poisson-Charlier and Kravchuk polynomials. It is shown that identities for such polynomial sets have a common origin.