English

Wasserstein-2 bounds in normal approximation under local dependence

Probability 2019-01-23 v2

Abstract

We obtain a general bound for the Wasserstein-2 distance in normal approximation for sums of locally dependent random variables. The proof is based on an asymptotic expansion for expectations of second-order differentiable functions of the sum. We apply the main result to obtain Wasserstein-2 bounds in normal approximation for sums of mm-dependent random variables, U-statistics and subgraph counts in the Erd\H{o}s-R\'enyi random graph. We state a conjecture on Wasserstein-pp bounds for any positive integer pp and provide supporting arguments for the conjecture.

Keywords

Cite

@article{arxiv.1807.05741,
  title  = {Wasserstein-2 bounds in normal approximation under local dependence},
  author = {Xiao Fang},
  journal= {arXiv preprint arXiv:1807.05741},
  year   = {2019}
}

Comments

19 pages

R2 v1 2026-06-23T03:02:22.307Z