An extension of the Bene filter and some identification problems solved by nonlinear filtering methods

An extension of Benne ' filtering theorem to time dependent, parameter dependent and unknown initial conditions filtering problems is proved. A new approach for the identification of linear diffusions with unknown drift coefficients follows. New finite dimensional filters, which may also be regarded as identification filters, are derived and related to W.S. Wong's earlier work which used algebraic methods.