A Central Limit Theorem for Wasserstein type distances between two different laws - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2017

A Central Limit Theorem for Wasserstein type distances between two different laws

Jean-Claude Fort
Thierry Klein

Résumé

This article is dedicated to the estimation of Wasserstein distances and Wasserstein costs between two distinct continuous distributions $F$ and $G$ on $\mathbb R$. The estimator is based on the order statistics of (possibly dependent) samples of $F$ resp. $G$. We prove the consistency and the asymptotic normality of our estimators. \\
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Dates et versions

hal-01624786 , version 1 (27-10-2017)
hal-01624786 , version 2 (29-11-2017)

Identifiants

  • HAL Id : hal-01624786 , version 1

Citer

Philippe Berthet, Jean-Claude Fort, Thierry Klein. A Central Limit Theorem for Wasserstein type distances between two different laws. 2017. ⟨hal-01624786v1⟩
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