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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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Bibliografiset tiedot
Julkaisussa:PLoS One
Päätekijät: Harrison, Jonathan U., Baker, Ruth E.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Public Library of Science 2020
Aiheet:
Linkit: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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