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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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Detalhes bibliográficos
Main Authors: Golightly, Andrew, Wilkinson, Darren J.
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society 2011
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Acesso em linha: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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