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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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書目詳細資料
發表在:Pac Symp Biocomput
Main Authors: HOLZINGER, EMILY ROSE, SZYMCZAK, SILKE, DASGUPTA, ABHIJIT, MALLEY, JAMES, LI, QING, BAILEY-WILSON, JOAN E.
格式: Artigo
語言:Inglês
出版: 2015
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4299919/
https://ncbi.nlm.nih.gov/pubmed/25592581
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