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Comprehensive benchmarking of Markov chain Monte Carlo methods for dynamical systems

BACKGROUND: In quantitative biology, mathematical models are used to describe and analyze biological processes. The parameters of these models are usually unknown and need to be estimated from experimental data using statistical methods. In particular, Markov chain Monte Carlo (MCMC) methods have be...

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Publicat a:BMC Syst Biol
Autors principals: Ballnus, Benjamin, Hug, Sabine, Hatz, Kathrin, Görlitz, Linus, Hasenauer, Jan, Theis, Fabian J.
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2017
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5482939/
https://ncbi.nlm.nih.gov/pubmed/28646868
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12918-017-0433-1
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