Beyond the Efron-Buchta identities: distributional results for Poisson polytopes

preprint2014arXivOpen access

Abstract

Let ΠΠ be a random polytope defined as the convex hull of the points of a Poisson point process. Identities involving the moment generating function of the measure of ΠΠ, the number of vertices of ΠΠ and the number of non-vertices of ΠΠ are proven. Equivalently, identities for higher moments of the mentioned random variables are given. This generalizes analogous identities for functionals of convex hulls of i.i.d points by Efron and Buchta.

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