Bayesian model selection for complex dynamic systems

Systematic changes in stock market prices or in the migration behaviour of cancer cells may be hidden behind random fluctuations. Here, Mark et al. describe an empirical approach to identify when and how such real-world systems undergo systematic changes.

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Autores principales: Christoph Mark, Claus Metzner, Lena Lautscham, Pamela L. Strissel, Reiner Strick, Ben Fabry
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2018
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Acceso en línea:https://doaj.org/article/dc580c744c2941fb985ede3a0241c4d7
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spelling oai:doaj.org-article:dc580c744c2941fb985ede3a0241c4d72021-12-02T17:31:47ZBayesian model selection for complex dynamic systems10.1038/s41467-018-04241-52041-1723https://doaj.org/article/dc580c744c2941fb985ede3a0241c4d72018-05-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-04241-5https://doaj.org/toc/2041-1723Systematic changes in stock market prices or in the migration behaviour of cancer cells may be hidden behind random fluctuations. Here, Mark et al. describe an empirical approach to identify when and how such real-world systems undergo systematic changes.Christoph MarkClaus MetznerLena LautschamPamela L. StrisselReiner StrickBen FabryNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-12 (2018)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Christoph Mark
Claus Metzner
Lena Lautscham
Pamela L. Strissel
Reiner Strick
Ben Fabry
Bayesian model selection for complex dynamic systems
description Systematic changes in stock market prices or in the migration behaviour of cancer cells may be hidden behind random fluctuations. Here, Mark et al. describe an empirical approach to identify when and how such real-world systems undergo systematic changes.
format article
author Christoph Mark
Claus Metzner
Lena Lautscham
Pamela L. Strissel
Reiner Strick
Ben Fabry
author_facet Christoph Mark
Claus Metzner
Lena Lautscham
Pamela L. Strissel
Reiner Strick
Ben Fabry
author_sort Christoph Mark
title Bayesian model selection for complex dynamic systems
title_short Bayesian model selection for complex dynamic systems
title_full Bayesian model selection for complex dynamic systems
title_fullStr Bayesian model selection for complex dynamic systems
title_full_unstemmed Bayesian model selection for complex dynamic systems
title_sort bayesian model selection for complex dynamic systems
publisher Nature Portfolio
publishDate 2018
url https://doaj.org/article/dc580c744c2941fb985ede3a0241c4d7
work_keys_str_mv AT christophmark bayesianmodelselectionforcomplexdynamicsystems
AT clausmetzner bayesianmodelselectionforcomplexdynamicsystems
AT lenalautscham bayesianmodelselectionforcomplexdynamicsystems
AT pamelalstrissel bayesianmodelselectionforcomplexdynamicsystems
AT reinerstrick bayesianmodelselectionforcomplexdynamicsystems
AT benfabry bayesianmodelselectionforcomplexdynamicsystems
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