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Berry--Esseen bounds for self-normalized sums of local dependent random variables

Probability 2021-04-09 v1

Abstract

In this paper, we prove a Berry--Esseen bound with optimal order for self-normalized sums of local dependent random variables under some mild dependence conditions. The proof is based on Stein's method and a randomized concentration inequality. As applications, we obtain optimal Berry--Esseen bounds for mm-dependent random variables and graph dependency.

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Cite

@article{arxiv.2104.03683,
  title  = {Berry--Esseen bounds for self-normalized sums of local dependent random variables},
  author = {Zhuo-Song Zhang},
  journal= {arXiv preprint arXiv:2104.03683},
  year   = {2021}
}

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24 pages