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Random forest fishing: a novel approach to identifying organic group of risk factors in genome-wide association studies

Genome-wide association studies (GWAS) has brought methodological challenges in handling massive high-dimensional data and also real opportunities for studying the joint effect of many risk factors acting in concert as an organic group. The random forest (RF) methodology is recognized by many for it...

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Detalhes bibliográficos
Main Authors: Yang, Wei, Charles Gu, C
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3895629/
https://ncbi.nlm.nih.gov/pubmed/23695277
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ejhg.2013.109
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