On the orthogonal polynomials associated with a Lévy process
Solé, Josep Lluís ; Utzet, Frederic
Ann. Probab., Tome 36 (2008) no. 1, p. 765-795 / Harvested from Project Euclid
Let X={Xt, t≥0} be a càdlàg Lévy process, centered, with moments of all orders. There are two families of orthogonal polynomials associated with X. On one hand, the Kailath–Segall formula gives the relationship between the iterated integrals and the variations of order n of X, and defines a family of polynomials P1(x1), P2(x1, x2), … that are orthogonal with respect to the joint law of the variations of X. On the other hand, we can construct a sequence of orthogonal polynomials pnσ(x) with respect to the measure σ2δ0(d x)+x2ν(d x), where σ2 is the variance of the Gaussian part of X and ν its Lévy measure. These polynomials are the building blocks of a kind of chaotic representation of the square functionals of the Lévy process proved by Nualart and Schoutens. The main objective of this work is to study the probabilistic properties and the relationship of the two families of polynomials. In particular, the Lévy processes such that the associated polynomials Pn(x1, …, xn) depend on a fixed number of variables are characterized. Also, we give a sequence of Lévy processes that converge in the Skorohod topology to X, such that all variations and iterated integrals of the sequence converge to the variations and iterated integrals of X.
Publié le : 2008-03-15
Classification:  Lévy processes,  Kailath–Segall formula,  orthogonal polynomials,  Teugels martingales,  60G51,  42C05
@article{1204306967,
     author = {Sol\'e, Josep Llu\'\i s and Utzet, Frederic},
     title = {On the orthogonal polynomials associated with a L\'evy process},
     journal = {Ann. Probab.},
     volume = {36},
     number = {1},
     year = {2008},
     pages = { 765-795},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1204306967}
}
Solé, Josep Lluís; Utzet, Frederic. On the orthogonal polynomials associated with a Lévy process. Ann. Probab., Tome 36 (2008) no. 1, pp.  765-795. http://gdmltest.u-ga.fr/item/1204306967/