Fast filter in non-linear systems with application to stochastic volatility model

We consider the problem of optimal statistical filtering in nonlinear and non-Gaussian systems. The novelty consists of approximating the non-linear system by a recent switching system, in which exact fast optimal filtering is workable. The new method is applied to filter stochastic volatility model and some experiments show its efficiency.