Users of small and personal computers do not have access to the libraries of generators of random variables provided by experts which have been common on large computer installations. This tutorial ...

We consider the recently introduced Transformation-based Markov Chain Monte Carlo (TMCMC) (Stat. Methodol. 16 (2014) 100–116), a methodology that is designed to update all the parameters ...