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CORRELATIONS AND CHARACTERIZATIONS OF THE UNIFORM DISTRIBUTION
Authors:Timothy C  Brown  Donald I  Cartwright G K Eagleson
Institution: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.
Keywords:Characterization  correlation coefficient  Kendall's coefficient of concordance  normal distribution  Pearson's X2 statistic  Spearman's rank correlation coefficent  uniform distribution
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