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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Detalles Bibliográficos
Autores principales: Solberg, Trygve R, Sonesson, Anna K, Woolliams, John A, Meuwissen, Theo HE
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2671482/
https://www.ncbi.nlm.nih.gov/pubmed/19296851
http://dx.doi.org/10.1186/1297-9686-41-29

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2671482/
https://www.ncbi.nlm.nih.gov/pubmed/19296851
http://dx.doi.org/10.1186/1297-9686-41-29

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