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arxiv: 1407.5792 · v2 · pith:22HC46LDnew · submitted 2014-07-22 · 🧮 math.PR

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

classification 🧮 math.PR
keywords identitiesconvexnumberpointspoissonrandomanalogousbeyond
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Let $\Pi$ 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 $\Pi$, the number of vertices of $\Pi$ and the number of non-vertices of $\Pi$ 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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