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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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Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Saccenti, Edoardo, Hendriks, Margriet H. W. B., Smilde, Age K.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2020
Teme:
Online dostop: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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