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Nonlinear Filtering problem with contamination

The Annals of Applied Probability, Vol. 7, No. 4. (1997), pp. 917-934.


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We give an approximation for optimal filtering estimates of diffusion type signal and observation under contamination affecting their drifts. The method of analysis is based on the averaging principle and convergence in the total variation for distributions of signal and observation.


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