Divide and Recombine for Large and Complex Data: Model Likelihood Functions using MCMC

Qi Liu, Anindya Bhadra, William S. Cleveland

In Divide & Recombine (D&R), big data are divided into subsets, each analytic method is applied to subsets, and the outputs are recombined. This enables deep analysis and practical…