Article
A fast and efficient approach for genomic selection with high-density markers.
G3 (Bethesda, Md.) - 1 Oct 2012
Pungpapong Vitara, Muir William M, Li Xianran, Zhang Dabao, Zhang Min
Abstract excerpt
Recent advances in high-throughput genotyping have motivated genomic selection using high-density markers. However, an increasingly large number of markers brings up both statistical and computational issues and makes it difficult to estimate the breeding values. We propose to apply the penalized orthogonal-components regression (POCRE) method to estimate breeding values. As a supervised dimension reduction...
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