Department of Mathematics, Monash University;Department of Pure Mathematics, University of Sydney;CSIRO Division of Mathematics and Statistics, Australia
Abstract:
Two characterizations of the uniform distribution on a suitable compact space are proved. These characterizations are applied to a number of particular examples of which the most interesting is the following: if X , Y and Z are independent n-vectors whose components are independent and identically distributed within a vector, then the pairwise independence of the product moment correlation coefficients between X , Y and Z implies that these vectors are normally distributed.