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VARIABLE SELECTION METHOD FOR THE IDENTIFICATION OF EPISTATIC MODELS

Standard analysis methods for genome wide association studies (GWAS) are not robust to complex disease models, such as interactions between variables with small main effects. These types of effects likely contribute to the heritability of complex human traits. Machine learning methods that are capab...

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Detalhes bibliográficos
Publicado no:Pac Symp Biocomput
Main Authors: HOLZINGER, EMILY ROSE, SZYMCZAK, SILKE, DASGUPTA, ABHIJIT, MALLEY, JAMES, LI, QING, BAILEY-WILSON, JOAN E.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4299919/
https://ncbi.nlm.nih.gov/pubmed/25592581
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