Shrinking a large dataset to identify variables associated with increased risk of Plasmodium falciparum infection in Western Kenya

Large datasets are often not amenable to analysis using traditional single-step approaches. Here, our general objective was to apply imputation techniques, principal component analysis (PCA), elastic net and generalized linear models to a large dataset in a systematic approach to extract the most me...

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Detalles Bibliográficos
Autores principales: TREMBLAY, M., DAHM, J. S., WAMAE, C. N., DE GLANVILLE, W. A., FÈVRE, E. M., DÖPFER, D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2015
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657027/
https://www.ncbi.nlm.nih.gov/pubmed/25876816
http://dx.doi.org/10.1017/S0950268815000710

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657027/
https://www.ncbi.nlm.nih.gov/pubmed/25876816
http://dx.doi.org/10.1017/S0950268815000710

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