Kleppe, Tore Selland; Liesenfeld, Roman - Institut für Volkswirtschaftslehre, … - 2011
This paper provides high-dimensional and flexible importance sampling procedures for the likelihood evaluation of dynamic latent variable models involving finite or infinite mixtures leading to possibly heavy tailed and/or multi-modal target densities. Our approach is based upon the efficient...