Performance of Bayesian and BLUP alphabets for genomic prediction: analysis, comparison and results.

Abstract excerpt

We evaluated the performances of three BLUP and five Bayesian methods for genomic prediction by using nine actual and 54 simulated datasets. The genomic prediction accuracy was measured using Pearson's correlation coefficient between the genomic estimated breeding value (GEBV) and the observed phenotypic data using a fivefold cross-validation approach with 100 replications. The Bayesian alphabets performed better...

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• Bayes Theorem
• Genomics
• Genotype
• Models, Genetic
• Phenotype
• Polymorphism, Single Nucleotide