Online parameter estimation for partially observed diffusions

This paper proposes novel particle methods for online parameter estimation for partially observed diffusions. We consider diffusions observed with error under a non-linear mapping and multivariate diffusions where only a subset of the components is observed. The proposed methods rely on the commonly...

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Bibliographic Details
Main Authors: Poyiadjis, G, Singh, S, Doucet, A
Format: Conference item
Published: 2006