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Repair of Physiologic Time Series: Replacement of Anomalous Data Points to Preserve Fractal Exponents

Extraction of fractal exponents via the slope of the power spectrum is common in the analysis of many physiological time series. The fractal structure thus characterized is a manifestation of long-term correlations, for which the temporal order of the sample values is crucial. However, missing data...

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Detalles Bibliográficos
Autores principales: Shelhamer, Mark, Lowen, Steven B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5318392/
https://www.ncbi.nlm.nih.gov/pubmed/28271060
http://dx.doi.org/10.3389/fbioe.2017.00010