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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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Detalhes bibliográficos
Publicado no:BMC Syst Biol
Main Authors: Ballnus, Benjamin, Hug, Sabine, Hatz, Kathrin, Görlitz, Linus, Hasenauer, Jan, Theis, Fabian J.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha: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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