Table 6 Posterior mean (
) and standard deviation (
) of (1-π) obtained by BayesCπ (Starting value of π was 0.5) and BayesDπ multiplied by K = 40,764 SNPs used in the analyses, and average number of SNPs (
) fitted by BayesB with π = 0.99 and standard error (se) according to the quantitative trait and the number of Holstein Friesian bulls used for training
) and standard deviation (
) of (1-π) obtained by BayesCπ (Starting value of π was 0.5) and BayesDπ multiplied by K = 40,764 SNPs used in the analyses, and average number of SNPs (
) fitted by BayesB with π = 0.99 and standard error (se) according to the quantitative trait and the number of Holstein Friesian bulls used for trainingFrom: Extension of the bayesian alphabet for genomic selection
BayesB, π= 0.99 | BayesCπ | BayesDπ | ||||
|---|---|---|---|---|---|---|
Trait | Training data size | ( se ) | ||||
Milk yield | 1,000 | 402 (1.5) | 2,119 | 545 | 13,982 | 1,793 |
4,000 | 436 (1.6) | 2,315 | 398 | 13,329 | 896 | |
6,500 | 518 (1.6) | 2,555 | 326 | 14,768 | 750 | |
Fat yield | 1,000 | 401 (1.1) | 562 | 201 | 13,533 | 1,752 |
4,000 | 441 (1.3) | 1,488 | 210 | 13,513 | 895 | |
6,500 | 504 (1.3) | 2,058 | 229 | 13,703 | 631 | |
Protein yield | 1,000 | 403 (0.9) | 10,986 | 3,970 | 14,430 | 2,201 |
4,000 | 438 (1.1) | 9,500 | 1,756 | 13,512 | 774 | |
6,500 | 514 (1.1) | 5,503 | 970 | 14,496 | 694 | |
Somatic cell score | 1,000 | 398 (1.2) | 5,644 | 3,105 | 12,962 | 1,948 |
4,000 | 428 (1.3) | 3,624 | 1,043 | 13,941 | 954 | |
6,500 | 466 (1.3) | 2,723 | 508 | 13,464 | 741 | |