Parallel Markov Chain Monte Carlo for Bayesian Hierarchical Models with Big Data, in Two Stages

Zheng Wei, Erin M. Conlon

Due to the escalating growth of big data sets in recent years, new Bayesian Markov chain Monte Carlo (MCMC) parallel computing methods have been developed. These methods partition…