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Convergence results for a normalized triangular array of symmetric random variables
Authors:Irene Crimaldi
Institution:

Scuola Normale Superiore, Piazza dei Cavalieri 7, 56126 Pisa, Italy

Abstract:For a triangular array of symmetric random variables (without any integrability condition) we replace the classical assumption of row-wise independence by that of row-wise joint symmetry. Under this weaker assumption we prove some results concerning the convergence in distribution of a suitable sequence of randomly normalized sums to the standard normal distribution. Then we exhibit a class of row-wise independent triangular arrays for which the ordinary sums fail to converge in distribution, while our results enable us to affirm the convergence in distribution of the normalized sums.
Keywords:
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