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Asymptotic independence of multiple Wiener-Itô integrals and the resulting limit laws

Published 21 Dec 2011 in math.PR | (1112.5070v4)

Abstract: We characterize the asymptotic independence between blocks consisting of multiple Wiener-It^{o} integrals. As a consequence of this characterization, we derive the celebrated fourth moment theorem of Nualart and Peccati, its multidimensional extension and other related results on the multivariate convergence of multiple Wiener-It^{o} integrals, that involve Gaussian and non Gaussian limits. We give applications to the study of the asymptotic behavior of functions of short and long-range dependent stationary Gaussian time series and establish the asymptotic independence for discrete non-Gaussian chaoses.

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