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Comparing two sequential Monte Carlo samplers for exact and approximate Bayesian inference on biological models

Bayesian methods are advantageous for biological modelling studies due to their ability to quantify and characterize posterior variability in model parameters. When Bayesian methods cannot be applied, due either to non-determinism in the model or limitations on system observability, approximate Baye...

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Dades bibliogràfiques
Publicat a:J R Soc Interface
Autors principals: Daly, Aidan C., Cooper, Jonathan, Gavaghan, David J., Holmes, Chris
Format: Artigo
Idioma:Inglês
Publicat: The Royal Society 2017
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5636270/
https://ncbi.nlm.nih.gov/pubmed/28931636
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2017.0340
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