On the Rate of Convergence of Empirical Measures in ∞-transportation Distance

On the Rate of Convergence of Empirical Measures in ∞-transportation Distance
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关于∞-传输距离下经验测度的收敛率

DOI:
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发表时间:
2015
期刊:
Canadian Journal of Mathematics - Journal Canadien de Mathematiques
影响因子:
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通讯作者:
D. Slepčev
D. Slepčev
中科院分区:
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文献类型:
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作者:
Nicolás García Trillos;D. Slepčev

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Abstract We consider random i.i.d. samples of absolutely continuous measures on bounded connected domains. We prove an upper bound on the $infty $ -transportation distance between the measure and the empirical measure of the sample. The bound is optimal in terms of scaling with the number of sample points.