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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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Bibliografiska uppgifter
I publikationen:J R Soc Interface
Huvudupphovsmän: Daly, Aidan C., Cooper, Jonathan, Gavaghan, David J., Holmes, Chris
Materialtyp: Artigo
Språk:Inglês
Publicerad: The Royal Society 2017
Ämnen:
Länkar: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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