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High-dimensional ABC

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arxiv 1802.09725 v1 pith:CTLH4AW5 submitted 2018-02-27 stat.CO stat.MEstat.ML

classification stat.COstat.MEstat.ML
keywords high-dimensionalappearapproximatebayesianbehindchaptercomputationconcepts
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This Chapter, "High-dimensional ABC", is to appear in the forthcoming Handbook of Approximate Bayesian Computation (2018). It details the main ideas and concepts behind extending ABC methods to higher dimensions, with supporting examples and illustrations.

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