Expansion of the density: a Wiener-chaos approach

Citation
D. Marquez-carreras et M. Sanz-sole, Expansion of the density: a Wiener-chaos approach, BERNOULLI, 5(2), 1999, pp. 257-274
Citations number
15
Categorie Soggetti
Mathematics
Journal title
BERNOULLI
ISSN journal
13507265 → ACNP
Volume
5
Issue
2
Year of publication
1999
Pages
257 - 274
Database
ISI
SICI code
1350-7265(199904)5:2<257:EOTDAW>2.0.ZU;2-2
Abstract
We prove a Taylor expansion of the density p(epsilon)(y) of a Wiener functi onal F-epsilon with Wiener-chaos decomposition F-epsilon = y + Sigma(n=1)(i nfinity) epsilon(n)I(n)(f(n)), epsilon is an element of (0, 1]. Using Malli avin calculus, a precise description of the coefficients in,the development in terms of the multiple integrals I-n(f(n)) is provided. This general res ult is applied to the study of the density in two examples of hyperbolic st ochastic partial differential equations with linear coefficients, where the driving noise has been perturbed by a coefficient epsilon.