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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:BMC Proc
Egile Nagusiak: Cherlin, Svetlana, Howey, Richard A. J., Cordell, Heather J.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: BioMed Central 2018
Gaiak:
Sarrera elektronikoa: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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