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Asymptotics of the convex hull of spherically symmetric samples
Authors:Enkelejd Hashorva
Affiliation:
  • Department of Actuarial Science, Faculty of Business and Economics, University of Lausanne, Bâtiment Extranef, UNIL-Dorigny, CH-1015 Lausanne, Switzerland
  • Abstract:In this paper we consider the convex hull of a spherically symmetric sample in Rd. Our main contributions are some new asymptotic results for the expectation of the number of vertices, number of facets, area and the volume of the convex hull assuming that the marginal distributions are in the Gumbel max-domain of attraction. Further, we briefly discuss two other models assuming that the marginal distributions are regularly varying or O-regularly varying.
    Keywords:Convex hull   Max-domain of attractions   Asymptotic results   Carnal distributions   Extreme value distributions
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