Double-Parallel Monte Carlo for Bayesian Analysis of Big Data
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This paper proposes a simple, practical and efficient MCMC algorithm for Bayesian analysis of big data. The proposed algorithm suggests to divide the big dataset into some smaller subsets and provides a simple method to aggregate the subset posteriors to appro... ...