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Handbook of Approximate Bayesian Computation - Sisson, Scott A. (Editor), and Fan, Yanan (Editor), and Beaumont, Mark (Editor)
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As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. For the very first time in a single volume, the Handbook of Approximate Bayesian Computation (ABC) presents an extensive overview of the theory, practice and application of ABC methods. These simple, but powerful statistical techniques, take Bayesian statistics beyond the need to specify overly simplified models, to the setting where the model is defined only as a process that generates data. This ...

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Handbook of Approximate Bayesian Computation 2020, Chapman & Hall/CRC

ISBN-13: 9780367733728

Paperback

Handbook of Approximate Bayesian Computation 2018, Chapman & Hall/CRC

ISBN-13: 9781439881507

Hardcover