Stein's method and a quantitative Lindeberg CLT for the Fourier transforms of random vectors

preprint2015arXivOpen access

Abstract

We use a multivariate version of Stein's method to establish a quantitative Lindeberg CLT for the Fourier transforms of random NN-vectors. We achieve this by deducing a specific integral representation for the Hessian matrix of a solution to the Stein equation with test function et(x)=exp⁡(−i∑k=1Ntkxk)e_t(x) = \exp(- i \sum_{k=1}^N t_k x_k), where t,x∈RNt,x \in \mathbb{R}^N.

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