Durbin, J.; Koopman, S.J.M. - Tilburg University, Center for Economic Research - 1998
The analysis of non-Gaussian time series using state space models is considered from both classical and Bayesian perspectives. The treatment in both cases is based on simulation using importance sampling and antithetic variables; Monte Carlo Markov chain methods are not employed. Non-Gaussian...