Multilevel Monte Carlo for stochastic differential equations with additive fractional noise

Multilevel Monte Carlo for stochastic differential equations with additive fractional noise

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Article ID: iaor20119387
Volume: 189
Issue: 1
Start Page Number: 255
End Page Number: 276
Publication Date: Sep 2011
Journal: Annals of Operations Research
Authors: , ,
Abstract:

We adopt the multilevel Monte Carlo method introduced by M. Giles (2008) to SDEs with additive fractional noise of Hurst parameter H>1/2. For the approximation of a Lipschitz functional of the terminal state of the SDE we construct a multilevel estimator based on the Euler scheme. This estimator achieves a prescribed root mean square error of order ϵ with a computational effort of order ϵ -2.

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