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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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Bibliografiske detaljer
Udgivet i:Int J Epidemiol
Main Authors: Nunez, Yanelli, Gibson, Elizabeth A, Tanner, Eva M, Gennings, Chris, Coull, Brent A, Goldsmith, Jeff, Kioumourtzoglou, Marianthi-Anna
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2021
Fag:
Online adgang: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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