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

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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Dades bibliogràfiques
Autors principals:	Mamouei, M, Zhu, Y, Nazarzadeh, M, Rahimi, K, Hassaine, A, Salimi-Khorshidi, G, Cai, Y
Format:	Journal article
Idioma:	English
Publicat:	Springer Nature 2022

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