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Prediction uncertainty assessment of a systems biology model requires a sample of the full probability distribution of its parameters

Multi-parameter models in systems biology are typically ‘sloppy’: some parameters or combinations of parameters may be hard to estimate from data, whereas others are not. One might expect that parameter uncertainty automatically leads to uncertain predictions, but this is not the case. We illustrate...

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Detalles Bibliográficos
Autores principales: van Mourik, Simon, ter Braak, Cajo, Stigter, Hans, Molenaar, Jaap
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4081139/
https://www.ncbi.nlm.nih.gov/pubmed/25024907
http://dx.doi.org/10.7717/peerj.433