English

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

Probability 2015-09-15 v4

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(ik=1Ntkxk)e_t(x) = \exp(- i \sum_{k=1}^N t_k x_k), where t,xRNt,x \in \mathbb{R}^N.

Keywords

Cite

@article{arxiv.1304.1934,
  title  = {Stein's method and a quantitative Lindeberg CLT for the Fourier transforms of random vectors},
  author = {Ben Berckmoes and Bob Lowen and Jan Van Casteren},
  journal= {arXiv preprint arXiv:1304.1934},
  year   = {2015}
}

Comments

17 pages