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Unbiased Monte Carlo estimate of stochastic differential equations expectations

Probability 2016-07-18 v2

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.

Keywords

Cite

@article{arxiv.1601.03139,
  title  = {Unbiased Monte Carlo estimate of stochastic differential equations expectations},
  author = {Mahamadou Doumbia and Nadia Oudjane and Xavier Warin},
  journal= {arXiv preprint arXiv:1601.03139},
  year   = {2016}
}

Comments

32 pages, 14 figures