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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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Detalles Bibliográficos
Autores principales: Saccenti, Edoardo, Hendriks, Margriet H. W. B., Smilde, Age K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6965177/
https://www.ncbi.nlm.nih.gov/pubmed/31949233
http://dx.doi.org/10.1038/s41598-019-57247-4