Random fields and the geometry of Wiener space

Citation
E. Taylor, Jonathan et Vadlamani, Sreekar, Random fields and the geometry of Wiener space, Annals of probability , 41(4), 2013, pp. 2724-2754
Journal title
ISSN journal
00911798
Volume
41
Issue
4
Year of publication
2013
Pages
2724 - 2754
Database
ACNP
SICI code
Abstract
In this work we consider infinite dimensional extensions of some finite dimensional Gaussian geometric functionals called the Gaussian Minkowski functionals. These functionals appear as coefficients in the probability content of a tube around a convex set D.Rk under the standard Gaussian law N(0,Ik.k). Using these infinite dimensional extensions, we consider geometric properties of some smooth random fields in the spirit of [Random Fields and Geometry (2007) Springer] that can be expressed in terms of reasonably smooth Wiener functionals.