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Marin, Jean-Michel, Pudlo, Pierre, Estoup, Arnaud and Robert, Christian P. (2018) Likelihood-free model choice. In: Sisson, Scott A. and Fan, Yanan and Beaumont, Mark, (eds.) Handbook of Approximate Bayesian Computation. Handbooks of Modern Statistical Methods . Boca Raton, Florida: Chapman and Hall/CRC , pp. 1-21. ISBN 9781439881507
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Official URL: https://www.crcpress.com/Handbook-of-Approximate-B...
Abstract
Fan, and Beaumont (2017). Beyond exposing the potential pitfalls of ABC approximations to posterior probabilities, the review emphasizes mostly the solution proposed by [25] on the use of random forests for aggregating summary statistics and for estimating the posterior probability of the most likely model via a secondary random forest.
| Item Type: | Book Item | ||||
|---|---|---|---|---|---|
| Subjects: | Q Science > QA Mathematics | ||||
| Divisions: | Faculty of Science > Statistics | ||||
| Library of Congress Subject Headings (LCSH): | Bayesian statistical decision theory | ||||
| Series Name: | Handbooks of Modern Statistical Methods | ||||
| Publisher: | Chapman and Hall/CRC | ||||
| Place of Publication: | Boca Raton, Florida | ||||
| ISBN: | 9781439881507 | ||||
| Book Title: | Handbook of Approximate Bayesian Computation | ||||
| Editor: | Sisson, Scott A. and Fan, Yanan and Beaumont, Mark | ||||
| Official Date: | 10 August 2018 | ||||
| Dates: |
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| Number of Pages: | 662 | ||||
| Page Range: | pp. 1-21 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Publisher Statement: | "This is an Accepted Manuscript of a book chapter published by Routledge/CRC Press inHandbook of Approximate Bayesian Computation on 10/08/2018, available online: "http://www.crcpress.com/9781439881507 | ||||
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| Open Access Version: |
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