The characterization of Cauchy distribution by assuming the identical distribution of a monomial and sample mean has been considered by B. Ramachandran, C.R. Rao, Y.H. Wang and other authors. The new proofs of Ramachandran-Rao and Wang's theorem are proposed in our paper.
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