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Limit theorems for the diameter of a random sample in the unit ball
Authors:Michael Mayer  Ilya Molchanov
Institution:(1) Department of Mathematical Statistics and Actuarial Science, University of Bern, Sidlerstrasse 5, CH-3012 Bern, Switzerland
Abstract:We prove a limit theorem for the maximum interpoint distance (also called the diameter) for a sample of n i.i.d. points in the unit d-dimensional ball for d≥2. The results are specialised for the cases when the points have spherical symmetric distributions, in particular, are uniformly distributed in the whole ball and on its boundary. Among other examples, we also give results for distributions supported by pointed sets, such as a rhombus or a family of segments.
Keywords:Convex hull  Extreme value  Interpoint distance  Poisson process  Random diameter  Random polytope
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