Maximum Likelihood and Bayesian Estimation for State-Space Models Using the Non-Gaussian Filter

Genshiro Kitagawa

The non-Gaussian filter provides a deterministic numerical method for nonlinear and non-Gaussian state-space models, but its application has long been limited due to the computatio…