Unbiased Monte Carlo estimate of stochastic differential equations expectations

preprint2016arXivOpen access

Abstract

We develop a pure Monte Carlo method to compute E(g(XT))E(g(X_T)) where gg is a bounded and Lipschitz function and XtX_t an Ito process. This approach extends a previously proposed method to the general multidimensional case with a SDE with varying coefficients. A variance reduction method relying on interacting particle systems is also developped.

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