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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Saccenti, Edoardo, Hendriks, Margriet H. W. B., Smilde, Age K.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha: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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