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Table 3 Accuracy of genomic predictions for the analysis of the two simulated traits with BayesR and BayesMV for two pleiotropy scenarios

From: A multi-trait Bayesian method for mapping QTL and genomic prediction

Method

Pleiotropya

Trait

Holstein

Jersey

Accuracy

SE

Accuracy

SE

BayesR

pQTL = 0

1

0.88

0.07

0.78

0.15

2

0.88

0.04

0.82

0.10

pQTL = 1.0

1

0.89

0.05

0.77

0.15

2

0.89

0.04

0.80

0.14

BayesMV

pQTL = 0

1

0.89

0.06

0.80

0.15

2

0.90

0.04

0.84

0.11

pQTL = 1.0

1

0.97

0.02

0.96

0.04

2

0.97

0.01

0.96

0.04

  1. SE standard error (across replicates)
  2. aQTL were independent (no pleiotropy, pQTL = 0) or completely pleiotropic (pQTL = 1.0) and accuracies are for validation within-(Holstein) or across (Jersey) breeds