Kleppe, Tore Selland; Liesenfeld, Roman - 2011
This paper provides high-dimensional and flexible importance sampling procedures for the likelihood evaluation of …-modal target densities. Our approach is based upon the efficient importance sampling (EIS) approach of Richard and Zhang (2007) and … exploits the mixture structure of the model when constructing importance sampling distributions as mixture of distributions …