Parameter uncertainty in the Kalman--Bucy filter

In standard treatments of stochastic filtering one first has to estimate the parameters of the model. Simply running the filter without considering the reliability of this estimate does not take into account this additional source of statistical uncertainty. We propose an approach to address this pr...

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Bibliographic Details
Main Authors: Allan, A, Cohen, S
Format: Journal article
Published: Society for Industrial and Applied Mathematics 2019