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Segmentation of time series with long-range fractal correlations

Segmentation is a standard method of data analysis to identify change-points dividing a nonstationary time series into homogeneous segments. However, for long-range fractal correlated series, most of the segmentation techniques detect spurious change-points which are simply due to the heterogeneitie...

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Detalhes bibliográficos
Main Authors: Bernaola-Galván, P., Oliver, J.L., Hackenberg, M., Coronado, A.V., Ivanov, P.Ch., Carpena, P.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3643524/
https://ncbi.nlm.nih.gov/pubmed/23645997
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1140/epjb/e2012-20969-5
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