Investigating the association of environmental exposures and all-cause mortality in the UK Biobank using sparse principal component analysis

Multicollinearity refers to the presence of collinearity between multiple variables and renders the results of statistical inference erroneous (Type II error). This is particularly important in environmental health research where multicollinearity can hinder inference. To address this, correlated va...

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Detalles Bibliográficos
Autores principales: Mamouei, Mohammad, Zhu, Yajie, Nazarzadeh, Milad, Hassaine, Abdelaali, Salimi-Khorshidi, Gholamreza, Cai, Yutong, Rahimi, Kazem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163152/
https://www.ncbi.nlm.nih.gov/pubmed/35654993
http://dx.doi.org/10.1038/s41598-022-13362-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163152/
https://www.ncbi.nlm.nih.gov/pubmed/35654993
http://dx.doi.org/10.1038/s41598-022-13362-3

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