Incorporating Prior Knowledge of Principal Components in Genomic Prediction

Genomic prediction using a large number of markers is challenging, due to the curse of dimensionality as well as multicollinearity arising from linkage disequilibrium between markers. Several methods have been proposed to solve these problems such as Principal Component Analysis (PCA) that is common...

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Detalles Bibliográficos
Publicado en:Front Genet
Autores principales: Hosseini-Vardanjani, Sayed M., Shariati, Mohammad M., Moradi Shahrebabak, Hossein, Tahmoorespur, Mojtaba
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2018
Materias:
Genetics
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6082966/
https://ncbi.nlm.nih.gov/pubmed/30116258
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2018.00289
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