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Expansion of the global error for numerical schemes solving stochastic differential equations 

Authors: Denis Talay a; Luciano Tubaro b
Affiliations:   a INRIA, Valbonne, France
b Dipartimento di Matetmatica, Universitagrave di Trento, Italy
DOI: 10.1080/07362999008809220
Publication Frequency: 6 issues per year
Published in: journal Stochastic Analysis and Applications, Volume 8, Issue 4 1990 , pages 483 - 509
Formats available: PDF (English)
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Abstract

Given the solution (Xt) of a Stochastic Differential System, two situat,ions are considered: computat,ion of Ef(Xt) by a Monte-Carlo method and, in the ergodic case, integration of a function f w.r.t. the invariant probability law of (Xt) by simulating a simple t,rajectory.

For each case it is proved the expansion of the global approximat,ion error—for a class of discret,isat,ion schemes and of funct,ions f—in powers of the discretisation step size, extending in the fist case a result of Gragg for deterministic O.D.E.

Some nn~nerical examples are shown to illust,rate the applicat,ion of extrapolation methods, justified by the foregoing expansion, in order to improve the approximation accuracy
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