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An automatic adaptive method to combine summary statistics in approximate Bayesian computation

To infer the parameters of mechanistic models with intractable likelihoods, techniques such as approximate Bayesian computation (ABC) are increasingly being adopted. One of the main disadvantages of ABC in practical situations, however, is that parameter inference must generally rely on summary stat...

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Bibliographic Details
Published in:PLoS One
Main Authors: Harrison, Jonathan U., Baker, Ruth E.
Format: Artigo
Language:Inglês
Published: Public Library of Science 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7410215/
https://ncbi.nlm.nih.gov/pubmed/32760106
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0236954
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