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Consider a random vector  x n   = ( x  1 , ...,  x n  ) in the space  R n   where { x k , k ≤ n } are independent identically distributed random variables in  R  with a common distribution  F ( dx ) in  R  .Denote by  F n   the distribution of  x n   . Let

On empirical distributions in spaces of growing dimensions. Continuous distributions