Before revision:  Throughout this tutorial, we develop an implementation of the PMH algorithm (and the integrated particle filter ), which is distributed as the package pmhtutorial available from the CRAN repository.
After revision:  We employ a step-by-step approach to develop an implementation of the PMH algorithm (and the integrated particle filter ), which is distributed as the package pmhtutorial available from the CRAN repository.