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Table 1 Means and standard errors of accuracies and biases of GEBV obtained from four methods for populations with different thresholds of MAF for markers and QTL in Data I

From: Genomic prediction based on runs of homozygosity

MAF

Method

SNP

QTL

GROH

GLA

GIBS-STD

GIBS-NSTD

Accuracy

> 0

> 0

0.750 ± 0.003

0.676 ± 0.004

0.725 ± 0.005

0.720 ± 0.005

> 0.10

< 0.10

0.704 ± 0.004

0.623 ± 0.006

0.669 ± 0.005

0.665 ± 0.005

> 0.10

> 0

0.760 ± 0.004

0.669 ± 0.005

0.751 ± 0.005

0.751 ± 0.005

> 0

< 0.10

0.721 ± 0.003

0.649 ± 0.004

0.671 ± 0.005

0.661 ± 0.005

> 0.15

< 0.05

0.699 ± 0.005

0.643 ± 0.007

0.653 ± 0.006

0.652 ± 0.006

Bias 1

> 0

> 0

1.017 ± 0.007

1.005 ± 0.009

1.009 ± 0.008

1.006 ± 0.007

> 0.10

< 0.10

1.002 ± 0.010

0.984 ± 0.011

1.014 ± 0.011

1.013 ± 0.012

> 0.10

> 0

1.020 ± 0.010

1.030 ± 0.011

1.023 ± 0.010

1.023 ± 0.010

> 0

< 0.10

1.029 ± 0.010

1.025 ± 0.011

1.043 ± 0.012

1.039 ± 0.013

> 0.15

< 0.05

1.026 ± 0.013

1.056 ± 0.017

1.021 ± 0.014

1.021 ± 0.014

  1. 1Bias is calculated as the regression of TBV on GEBV; bias is equal to 1 if the GEBV prediction is unbiased.