An Operator-Theoretic Analysis of Nonlinear Filtering under Model Misspecification

Fabián González, Ömer Deniz Akyildiz, Dan Crisan +1

We study Bayesian filtering under misspecified model dynamics. The optimal filter is governed by predictive operators $K=\{K_t{\}}_{t\ge 1}$ associated with the true dynamics, while…