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arxiv: 1105.3839 · v2 · pith:UR2NHWJVnew · submitted 2011-05-19 · 🧮 math.PR

Random fields and the geometry of Wiener space

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keywords functionalsdimensionalfieldsgaussianrandomconsiderextensionsgeometric
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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 $D\subset\mathbb{R}^k$ under the standard Gaussian law $N(0,I_{k\times k})$. 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.

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