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EM algorithm for Bayesian estimation of genomic breeding values
BACKGROUND: In genomic selection, a model for prediction of genome-wide breeding value (GBV) is constructed by estimating a large number of SNP effects that are included in a model. Two Bayesian methods based on MCMC algorithm, Bayesian shrinkage regression (BSR) method and stochastic search variabl...
Autores principales: | Hayashi, Takeshi, Iwata, Hiroyoshi |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2845064/ https://www.ncbi.nlm.nih.gov/pubmed/20092655 http://dx.doi.org/10.1186/1471-2156-11-3 |
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