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arxiv: 1807.05741 · v2 · pith:V355GYABnew · submitted 2018-07-16 · 🧮 math.PR

Wasserstein-2 bounds in normal approximation under local dependence

classification 🧮 math.PR
keywords approximationboundsnormalrandomwasserstein-2conjecturedependentobtain
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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 $m$-dependent random variables, U-statistics and subgraph counts in the Erd\H{o}s-R\'enyi random graph. We state a conjecture on Wasserstein-$p$ bounds for any positive integer $p$ and provide supporting arguments for the conjecture.

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