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Bayesian parameter estimation for biochemical reaction networks using region-based adaptive parallel tempering

MOTIVATION: Mathematical models have become standard tools for the investigation of cellular processes and the unraveling of signal processing mechanisms. The parameters of these models are usually derived from the available data using optimization and sampling methods. However, the efficiency of th...

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Vydáno v:Bioinformatics
Hlavní autoři: Ballnus, Benjamin, Schaper, Steffen, Theis, Fabian J, Hasenauer, Jan
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022572/
https://ncbi.nlm.nih.gov/pubmed/29949983
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty229
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