Overview of Approximate Bayesian Computation

Sisson, S. A., Fan, Y., Beaumont, M. A.

arXiv.org Machine Learning 

This Chapter, "Overview of Approximate Bayesian Computation", is to appear as the first chapter in the forthcoming Handbook of Approximate Bayesian Computation (2018). It details the main ideas and concepts behind ABC methods with many examples and illustrations.

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