A practical guide to pseudo-marginal methods for computational inference in systems biology

For many stochastic models of interest in systems biology, such as those describing biochemical reaction networks, exact quantification of parameter uncertainty through statistical inference is intractable. Likelihood-free computational inference techniques enable parameter inference when the likeli...

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Bibliographic Details
Main Authors: Warne, DJ, Baker, RE, Simpson, MJ
Format: Journal article
Language:English
Published: Elsevier 2020