This paper presents the parallel computing implementation of the MitISEM algorithm, labeled Parallel MitISEM. The basic … MitISEM algorithm, introduced by Hoogerheide, Opschoor and Van Dijk (2012), provides an automatic and flexible method to … using a Graphics Processing Unit and a multi-core Central Processing Unit version of the MitISEM algorithm. The results show …

distribution given only a kernel of the target density function. The core algorithm consists in the function AdMit which fits an … the independence chain Metropolis- Hastings algorithm are used to obtain quantities of interest for the target density … the time-consuming and difficult task of tuning a sampling algorithm. The relevance of the package is shown in two …