A tutorial on Bayes factor estimation with the product space method

► The Bayes factors is an advanced Bayesian model selection tool. ► Within the framework of transdimensional MCMC, Bayes factors can be estimated with the product space method. ► We discuss this method's theoretical framework and practical aspects. ► We illustrate the method with three applications in psychology. ► The method occupies a useful niche between alternative approaches.