Wasserstein- local-dependence bound for normal approximation
Wasserstein- local-dependence bound for normal approximation
Let be a positive integer and let , where , , and the variables satisfy (LD1)--(LD): for each , , there is a set such that is independent of . Define
where is the sum over the possible placements of before each , with any two 's separated by at least two 's. Wasserstein- conjecture. Under these assumptions,
where depends only on . This conjectured extension of the Wasserstein-1 normal-approximation bound concerns sums of locally dependent random variables. The case was proved by Barbour, Karoński and Ruciński in 1989; the general assertion is therefore resolved at least in the stated base case, while the supplied evidence does not establish the status for every positive integer .
Sources & referencesView supporting material
Primary source
Xiao Fang, “Wasserstein-2 bounds in normal approximation under local dependence”, arXiv:1807.05741 (2019).
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