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Reflection on modern methods: good practices for applied statistical learning in epidemiology

Statistical learning includes methods that extract knowledge from complex data. Statistical learning methods beyond generalized linear models, such as shrinkage methods or kernel smoothing methods, are being increasingly implemented in public health research and epidemiology because they can perform...

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Detalhes bibliográficos
Publicado no:Int J Epidemiol
Main Authors: Nunez, Yanelli, Gibson, Elizabeth A, Tanner, Eva M, Gennings, Chris, Coull, Brent A, Goldsmith, Jeff, Kioumourtzoglou, Marianthi-Anna
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8128480/
https://ncbi.nlm.nih.gov/pubmed/34000733
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/ije/dyaa259
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