Sequential Monte Carlo methods for diffusion processes

In this paper, we show how to use sequential Monte Carlo methods to compute expectations of functionals of diffusions at a given time and the gradients of these quantities w.r.t. the initial condition of the process. In some cases, via the exact simulation of the diffusion, there is no time discreti...

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Bibliographic Details
Main Authors: Jasra, A, Doucet, A
Format: Journal article
Language:English
Published: 2009