Approximate Bayesian computational methods

Approximate Bayesian Computation (ABC) methods, also known as likelihood-free techniques, have appeared in the past ten years as the most satisfactory approach to intractable likelihood problems, first in genetics then in a broader spectrum of applications. However, these methods suffer to some degr...

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Bibliographic Details

Published in:	Statistics and computing Vol. 22; no. 6; pp. 1167 - 1180
Main Authors:	Marin, Jean-Michel, Pudlo, Pierre, Robert, Christian P., Ryder, Robin J.
Format:	Journal Article
Language:	English
Published:	Boston Springer US 01.11.2012 Springer Verlag (Germany)
Subjects:	Artificial Intelligence Mathematics Mathematics and Statistics Probability and Statistics in Computer Science Statistical Theory and Methods Statistics Statistics and Computing/Statistics Programs Bayesian model choice DIYABC Bayesian statistics ABC methodology Likelihood-free methods
ISSN:	0960-3174, 1573-1375
Online Access:	Get full text
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