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Table 1 Accuracy (correlation between TBV and EBV), inflation (regression coefficient of TBV on EBV), bias [average (EBV–TBV)] and mean square error (MSE) for each prediction methods

From: Metafounders are related to F st fixation indices and reduce bias in single-step genomic evaluations

Prediction method

Accuracy

Inflation

Bias

MSE

PBLUP

0.51 (0.05)

0.98 (0.06)

−0.0003 (0.03)

0.206 (0.01)

ssGBLUP

0.72 (0.03)

0.89 (0.19)

0.2169 (0.04)

0.159 (0.03)

ssGBLUP_F

0.74 (0.02)

0.99 (0.04)

0.1167 (0.04)

0.141 (0.01)

ssGBLUP_M

0.74 (0.02)

0.94 (0.04)

0.0094 (0.03)

0.125 (0.01)

  1. Averages across 20 replicates with standard deviations in parenthesis