Table 7 The accuracy of EBV (mean (SD) of 50 replicates) for trait 2 using univariate model and bivariate model, based on individual records with different proportion of individuals having genotypes.

From: Prediction of breeding values for group-recorded traits including genomic information and an individually recorded correlated trait

Genotype proportion

Model

Animalsa

Valid_Rb

Valid_nRc

Univariate model

Bivariate model

Univariate model

Bivariate model

100%

GBLUP

All

0.86 (0.01)

0.86 (0.01)

0.77 (0.02)

0.78 (0.02)

Group I

0.86 (0.01)

0.86 (0.01)

0.78 (0.02)

0.78 (0.02)

Group II

0.86 (0.01)

0.86 (0.01)

0.77 (0.02)

0.78 (0.02)

30%

ssGBLUP

All

0.73 (0.01)

0.73 (0.01)

0.59 (0.02)

0.60 (0.02)

Group I

0.80 (0.02)

0.81 (0.02)

0.70 (0.03)

0.70 (0.03)

Group II

0.72 (0.01)

0.72 (0.01)

0.57 (0.02)

0.57 (0.02)

0%

PBLUP

All

0.70 (0.01)

0.70 (0.01)

0.52 (0.03)

0.52 (0.03)

Group I

0.70 (0.02)

0.70 (0.02)

0.52 (0.04)

0.52 (0.03)

Group II

0.69 (0.02)

0.70 (0.01)

0.52 (0.03)

0.52 (0.03)

  1. Accuracy was measured as correlation between true BV and EBV.
  2. aAll: all animals; Group I: the animals that were genotyped in the 30% genotyping scenario; Group II: the animals that were not genotyped in the 30% genotyping scenario.
  3. bValid_R, validation for animals with records; Valid_nR, validation for animals without records.