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One characterization of symmetry
Authors:NG Ushakov
Institution:
  • Department of Mathematical Sciences, Norwegian University of Science and Technology, N-7491 Trondheim, Norway
  • Abstract:In this note we present one characterization of symmetry of probability distributions in Euclidean spaces which is formulated as follows. Let X and Y be independent and identically distributed random elements in a separable Euclidean space E. If Eeh|X|<, h>0, then the distribution of X is symmetric if and only if E|(XY,t)|p=E|(X+Y,t)|p for some 0<p<2 and for any tE. The criterion is not correct when at least one of the conditions 0<p<2 or Eeh|X|< breaks.
    Keywords:Symmetric distribution  Multivariate symmetry
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