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Bayesian parameter inference for stochastic biochemical network models using particle Markov chain Monte Carlo

Computational systems biology is concerned with the development of detailed mechanistic models of biological processes. Such models are often stochastic and analytically intractable, containing uncertain parameters that must be estimated from time course data. In this article, we consider the task o...

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Autors principals: Golightly, Andrew, Wilkinson, Darren J.
Format: Artigo
Idioma:Inglês
Publicat: The Royal Society 2011
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3262293/
https://ncbi.nlm.nih.gov/pubmed/23226583
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsfs.2011.0047
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