Some inequalities for Gaussian processes and applications

Abstract

We present a generalization of Slepian's lemma and Fernique's theorem. We show how these can be easily applied to give a new proof, with improved estimates, of Dvoretzky's theorem on the existence of "almost" spherical sections for arbitrary convex bodies inR N, while avoiding the isoperimetric inequality.