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Effective degrees of freedom of the Pearson's correlation coefficient under autocorrelation

The dependence between pairs of time series is commonly quantified by Pearson's correlation. However, if the time series are themselves dependent (i.e. exhibit temporal autocorrelation), the effective degrees of freedom (EDF) are reduced, the standard error of the sample correlation coefficient...

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Detalles Bibliográficos
Autores principales: Afyouni, Soroosh, Smith, Stephen M., Nichols, Thomas E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6693558/
https://www.ncbi.nlm.nih.gov/pubmed/31158478
http://dx.doi.org/10.1016/j.neuroimage.2019.05.011