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Using penalized regression to predict phenotype from SNP data

BACKGROUND: In a typical genome-enabled prediction problem there are many more predictor variables than response variables. This prohibits the application of multiple linear regression, because the unique ordinary least squares estimators of the regression coefficients are not defined. To overcome t...

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書誌詳細
出版年:BMC Proc
主要な著者: Cherlin, Svetlana, Howey, Richard A. J., Cordell, Heather J.
フォーマット: Artigo
言語:Inglês
出版事項: BioMed Central 2018
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6157193/
https://ncbi.nlm.nih.gov/pubmed/30275888
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12919-018-0149-2
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