Before revision:  Throughout the tutorial, we develop an implementation of the PMH algorithm (and the integrated particle filter) in the statistical programming language R (similar code for MATLAB and Python is also provided on GitHub) .
After revision:  Throughout the 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 .