Automated Parameter Blocking for Efficient Markov-Chain Monte Carlo Sampling

Daniel Turek, Perry de Valpine, Christopher J. Paciorek +1

Markov chain Monte Carlo (MCMC) sampling is an important and commonly used tool for the analysis of hierarchical models. Nevertheless, practitioners generally have two options for…