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Bayesian Model Comparison and Parameter Inference in Systems Biology Using Nested Sampling
Inferring parameters for models of biological processes is a current challenge in systems biology, as is the related problem of comparing competing models that explain the data. In this work we apply Skilling's nested sampling to address both of these problems. Nested sampling is a Bayesian met...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2014
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3921180/ https://www.ncbi.nlm.nih.gov/pubmed/24523891 http://dx.doi.org/10.1371/journal.pone.0088419 |