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Reducing dimensionality for prediction of genome-wide breeding values

Partial least square regression (PLSR) and principal component regression (PCR) are methods designed for situations where the number of predictors is larger than the number of records. The aim was to compare the accuracy of genome-wide breeding values (EBV) produced using PLSR and PCR with a Bayesia...

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Detalhes bibliográficos
Main Authors: Solberg, Trygve R, Sonesson, Anna K, Woolliams, John A, Meuwissen, Theo HE
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2671482/
https://ncbi.nlm.nih.gov/pubmed/19296851
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1297-9686-41-29
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