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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Udgivet i:Front Genet
Main Authors: Hosseini-Vardanjani, Sayed M., Shariati, Mohammad M., Moradi Shahrebabak, Hossein, Tahmoorespur, Mojtaba
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2018
Fag:
Genetics
Online adgang: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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