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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Syst Biol
Prif Awduron: Ballnus, Benjamin, Hug, Sabine, Hatz, Kathrin, Görlitz, Linus, Hasenauer, Jan, Theis, Fabian J.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2017
Pynciau:
Research Article
Mynediad Ar-lein: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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