Filtering and Smoothing Equations for the Filtering Problems of Benes

Filtering of a diffusion with nonlinear drifts of a type defined by Benes is studied. Explicit, finite dimensional, recursive filters are shown to exist for moments and polynomial functionals of the diffusion, and a smoothing formula is given. These results are related to current, geometric approaches to filtering.