On the performance of the Euler-Maruyama scheme for SDEs with discontinuous drift coefficient

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Publication:2179625

DOI10.1214/19-AIHP997zbMATH Open1494.65006arXiv1809.08423OpenAlexW3010883102MaRDI QIDQ2179625

Author name not available (Why is that?)

Publication date: 13 May 2020

Published in: (Search for Journal in Brave)

Abstract: Recently a lot of effort has been invested to analyze the Lp-error of the Euler-Maruyama scheme in the case of stochastic differential equations (SDEs) with a drift coefficient that may have discontinuities in space. For scalar SDEs with a piecewise Lipschitz drift coefficient and a Lipschitz diffusion coefficient that is non-zero at the discontinuity points of the drift coefficient so far only an Lp-error rate of at least 1/(2p) has been proven. In the present paper we show that under the latter conditions on the coefficients of the SDE the Euler-Maruyama scheme in fact achieves an Lp-error rate of at least 1/2 for all pin[1,infty) as in the case of SDEs with Lipschitz coefficients.


Full work available at URL: https://arxiv.org/abs/1809.08423



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