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Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models

BACKGROUND: Growing interest on biological pathways has called for new statistical methods for modeling and testing a genetic pathway effect on a health outcome. The fact that genes within a pathway tend to interact with each other and relate to the outcome in a complicated way makes nonparametric m...

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書目詳細資料
Main Authors: Liu, Dawei, Ghosh, Debashis, Lin, Xihong
格式: Artigo
語言:Inglês
出版: BioMed Central 2008
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2483287/
https://ncbi.nlm.nih.gov/pubmed/18577223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-292
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