Kleppe, Tore Selland; Liesenfeld, Roman - In: Computational Statistics & Data Analysis 76 (2014) C, pp. 449-463
A flexible importance sampling procedure for the likelihood evaluation of dynamic latent variable models involving mixtures of distributions leading to possibly heavy tailed or multi-modal target densities is provided. The procedure is based upon the efficient importance sampling (EIS) approach...