Nonlinear Filtering of Diffusion Processes

Representations of conditional statistics (densities) are described for the problem of nonlinear estimation of diffusion processes. Existence and uniqueness properties and algebraic structure of the Duncan-Mortensen-Zakai evolution equation are considered together with some approximation techniques.