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An Isaac Newton Institute Workshop

Recent Advances in Monte Carlo Based Inference

Importance sampling for diffusion processes

Author: Omiros Papaspiliopoulos (Warwick University)

Abstract

In this talk I will discuss various techniques for constructing importance sampling estimators which approximate expectations (e.g the likelihood function, filtering densities, etc) when modelling with diffusion processes.