arXiv · 0709.3903
Noncentral convergence of multiple integrals
Abstract
Fix $ν>0$, denote by $G(ν/2)$ a Gamma random variable with parameter $ν/2$ and let $n\geq2$ be a fixed even integer. Consider a sequence $\{F_k\}_{k\geq1}$ of square integrable random variables belonging to the $n$th Wiener chaos of a given Gaussian process and with variance converging to $2ν$. As $k\to\infty$, we prove that $F_k$ converges in distribution to $2G(ν/2)-ν$ if and only if $E(F_k^4)-12E(F_k^3)\to12ν^2-48ν$.
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Ivan Nourdin, Giovanni Peccati. 2009-08-28. Noncentral convergence of multiple integrals. https://doi.org/10.1214/08-aop435
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