Representations by uncorrelated random variables


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Abstract

All multivariate random variables with finite variances are univariate functions of uncorrelated random variables and if the multivariate distribution is absolutely continuous then these univariate functions are piecewise linear. They can be independent of the correlations in the Gaussian case.

About the authors

T. F. Móri

Dept. Probab. Theory and Statist.

Author for correspondence.
Email: mori@math.elte.hu
Hungary, Budapest

G.-J. Székely

Nat. Sci. Foundation; Rényi Inst. of Math., Hungarian Acad. Sci.

Email: mori@math.elte.hu
United States, Arlington, VA; Budapest

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