Table 7 Genomic relationships, accuracy of GEBV, bias of prediction and coancestry coefficients for sensitivity simulation 3 with 8, 32 and 48 offspring per full-sib family
Variables | Individual records | Group records | ||
|---|---|---|---|---|
Supervised clustering method | Random grouping of full-sibs | Random grouping of paternal half-sibs | ||
Family size of 8 | ||||
Genomic relationships (SD) | 0.565 (0.057) | 0.497 (0.070) | 0.268 (0.091) | |
Accuracy (SD) | 0.770 (0.028) | 0.734 (0.034) | 0.726 (0.035) | 0.692 (0.041) |
Bias (SD) | 1.007 (0.062) | 1.016 (0.076) | 1.012 (0.087) | 1.019 (0.106) |
Coancestry coefficients (SD) | 0.024 (0.004) | 0.026 (0.004) | 0.027 (0.004) | 0.028 (0.005) |
Family size of 32 | ||||
Genomic relationships (SD) | 0.543 (0.063) | 0.497 (0.070) | 0.271 (0.093) | |
Accuracy (SD) | 0.870 (0.014) | 0.785 (0.026) | 0.766 (0.028) | 0.674 (0.040) |
Bias (SD) | 1.001 (0.025) | 1.003 (0.036) | 1.003 (0.043) | 1.000 (0.074) |
Coancestry coefficients (SD) | 0.049 (0.016) | 0.060 (0.019) | 0.063 (0.020) | 0.078 (0.026) |
Family size of 48 | ||||
Genomic relationships (SD) | 0.539 (0.064) | 0.497 (0.070) | 0.271 (0.094) | |
Accuracy (SD) | 0.893 (0.011) | 0.799 (0.023) | 0.774 (0.025) | 0.671 (0.041) |
Bias (SD) | 1.000 (0.018) | 1.002 (0.030) | 0.993 (0.030) | 0.998 (0.079) |
Coancestry coefficients (SD) | 0.053 (0.017) | 0.068 (0.021) | 0.072 (0.021) | 0.091 (0.032) |