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Bayesian Parameter Inference and Model Selection by Population Annealing in Systems Biology

Parameter inference and model selection are very important for mathematical modeling in systems biology. Bayesian statistics can be used to conduct both parameter inference and model selection. Especially, the framework named approximate Bayesian computation is often used for parameter inference and...

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Detalles Bibliográficos
Autor principal: Murakami, Yohei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4121267/
https://www.ncbi.nlm.nih.gov/pubmed/25089832
http://dx.doi.org/10.1371/journal.pone.0104057