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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...
Autores principales: | TREMBLAY, M., DAHM, J. S., WAMAE, C. N., DE GLANVILLE, W. A., FÈVRE, E. M., DÖPFER, D. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2015
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Materias: | |
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 |
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