Filtering and smoothing equations for the filtering problem of Benes

Filtering of a diffusion with nonlinear drifts of a type defined by BeneŠ is studied. Explicit, finite dimensional, recurisve 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.