Application of high-dimensional feature selection: evaluation for genomic prediction in man

In this study, we investigated the effect of five feature selection approaches on the performance of a mixed model (G-BLUP) and a Bayesian (Bayes C) prediction method. We predicted height, high density lipoprotein cholesterol (HDL) and body mass index (BMI) within 2,186 Croatian and into 810 UK indi...

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Detalles Bibliográficos
Autores principales: Bermingham, M. L., Pong-Wong, R., Spiliopoulou, A., Hayward, C., Rudan, I., Campbell, H., Wright, A. F., Wilson, J. F., Agakov, F., Navarro, P., Haley, C. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4437376/
https://www.ncbi.nlm.nih.gov/pubmed/25988841
http://dx.doi.org/10.1038/srep10312

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4437376/
https://www.ncbi.nlm.nih.gov/pubmed/25988841
http://dx.doi.org/10.1038/srep10312

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