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The optimal fourth moment theorem

Ivan Nourdin, Giovanni Peccati

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Source: Crossref

Published: Mar 18, 2015

DOI: 10.1090/s0002-9939-2015-12417-3

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Source abstract

We compute the exact rates of convergence in total variation associated with the ‘fourth moment theorem’ by Nualart and Peccati (2005), stating that a sequence of random variables living in a fixed Wiener chaos verifies a central limit theorem (CLT) if and only if the sequence of the corresponding fourth cumulants converges to zero. We also provide an explicit illustration based on the Breuer-Major CLT for Gaussian-subordinated random sequences.

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The optimal fourth moment theorem — Mathematical Frontier Network