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Selecting Summary Statistics in Approximate Bayesian Computation for Calibrating Stochastic Models

Approximate Bayesian computation (ABC) is an approach for using measurement data to calibrate stochastic computer models, which are common in biology applications. ABC is becoming the “go-to” option when the data and/or parameter dimension is large because it relies on user-chosen summary statistics...

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Bibliografische gegevens
Hoofdauteurs: Burr, Tom, Skurikhin, Alexei
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Hindawi Publishing Corporation 2013
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3830866/
https://ncbi.nlm.nih.gov/pubmed/24288668
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/210646
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