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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...

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Bibliografske podrobnosti
Main Authors: Hayashi, Takeshi, Iwata, Hiroyoshi
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2010
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2845064/
https://ncbi.nlm.nih.gov/pubmed/20092655
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2156-11-3
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