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 -dependent random variables, U-statistics and subgraph counts in the Erd\H{o}s-R\'enyi random graph. We state a conjecture on Wasserstein- bounds for any positive integer and provide supporting arguments for the conjecture.
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