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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Main Authors: Warne, DJ, Baker, RE, Simpson, MJ
格式: Journal article
语言:English
出版: Elsevier 2020