Browsing Discipline of Business Analytics by subject "Bayesian inference"
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Speeding up MCMC by Efficient Data Subsampling
Published 2016-01-01We propose Subsampling MCMC, a Markov Chain Monte Carlo (MCMC) framework where the likelihood function for n observations is estimated from a random subset of m observations. We introduce a general and highly efficient ...Pre-print