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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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Bibliografiske detaljer
Udgivet i:BMC Syst Biol
Main Authors: Ballnus, Benjamin, Hug, Sabine, Hatz, Kathrin, Görlitz, Linus, Hasenauer, Jan, Theis, Fabian J.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2017
Fag:
Online adgang: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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