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Bayesian change-point modeling with segmented ARMA model

Time series segmentation aims to identify segment boundary points in a time series, and to determine the dynamical properties corresponding to each segment. To segment time series data, this article presents a Bayesian change-point model in which the data within segments follows an autoregressive mo...

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Detalles Bibliográficos
Autores principales: Sadia, Farhana, Boyd, Sarah, Keith, Jonathan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6312324/
https://www.ncbi.nlm.nih.gov/pubmed/30596668
http://dx.doi.org/10.1371/journal.pone.0208927