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Donsker's theorem in {Wasserstein}-1 distance

Authors :
Coutin, L.
Decreusefond, Laurent
Publication Year :
2019

Abstract

We compute the Wassertein-1 (or Kolmogorov-Rubinstein) distance between a random walk in $R^d$ and the Brownian motion. The proof is based on a new estimate of the Lipschitz modulus of the solution of the Stein's equation. As an application, we can evaluate the rate of convergence towards the local time at 0 of the Brownian motion.

Subjects

Subjects :
Mathematics - Probability

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1904.07045
Document Type :
Working Paper