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Ensemble Learning of QTL Models Improves Prediction of Complex Traits

Quantitative trait locus (QTL) models can provide useful insights into trait genetic architecture because of their straightforward interpretability but are less useful for genetic prediction because of the difficulty in including the effects of numerous small effect loci without overfitting. Tight l...

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Detalles Bibliográficos
Autores principales: Bian, Yang, Holland, James B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4592990/
https://www.ncbi.nlm.nih.gov/pubmed/26276383
http://dx.doi.org/10.1534/g3.115.021121