Abstract
The Cauchy distribution of the quotient of two random variables and its independence of the sum of squares of them together with some symmetry assumptions are the characteristic property of the bivariate elliptically contoured measures.
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Wesołowski, J. A characterization of the bivariate elliptically contoured distribution. Statistical Papers 33, 143–149 (1992). https://doi.org/10.1007/BF02925319
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DOI: https://doi.org/10.1007/BF02925319