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Corruption of the Pearson correlation coefficient by measurement error and its estimation, bias, and correction under different error models

Correlation coefficients are abundantly used in the life sciences. Their use can be limited to simple exploratory analysis or to construct association networks for visualization but they are also basic ingredients for sophisticated multivariate data analysis methods. It is therefore important to hav...

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Saccenti, Edoardo, Hendriks, Margriet H. W. B., Smilde, Age K.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6965177/
https://ncbi.nlm.nih.gov/pubmed/31949233
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-57247-4
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