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Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data

BACKGROUND: Arguably, genotypes and phenotypes may be linked in functional forms that are not well addressed by the linear additive models that are standard in quantitative genetics. Therefore, developing statistical learning models for predicting phenotypic values from all available molecular infor...

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Main Authors: Morota, Gota, Koyama, Masanori, M Rosa, Guilherme J, Weigel, Kent A, Gianola, Daniel
Formáid: Artigo
Teanga:Inglês
Foilsithe: BioMed Central 2013
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3706293/
https://ncbi.nlm.nih.gov/pubmed/23763755
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1297-9686-45-17
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