Table 5.
Modela | Number of random effectsb | Computation time (h)d | |||||
---|---|---|---|---|---|---|---|
Fatc | Lwtc | SCSc | Fatc | Lwtc | SCSc | ||
BayesA | SNP | 37,226 | 37,356 | 37,229 | 13.1 | 6.6 | 13.0 |
Hap125e | 37,848 | 37,775 | 37,898 | 15.2 | 7.8 | 15.1 | |
Hap250f | 64,724 | 64,634 | 64,730 | 23.5 | 13.1 | 24.4 | |
BayesB | SNP | 18,589 | 18,637 | 18,629 | 10.0 | 5.1 | 9.9 |
Hap125e | 18,899 | 18,831 | 18,954 | 13.6 | 6.2 | 13.9 | |
Hap250f | 32,332 | 32,273 | 32,388 | 18.1 | 9.2 | 18.0 | |
BayesN | SNP | 17,748 (4701) | 17,639 (4671) | 18,254 (4805) | 26.7 | 12.5 | 25.6 |
Hap125e | 18,451 (8264) | 18,303 (8223) | 18,711 (8344) | 30.2 | 16.0 | 30.0 | |
Hap250f | 31,596 (4737) | 31,281 (4706) | 32,103 (4809) | 37.6 | 18.9 | 38.1 |
aSNP = SNP model with 250 kb windows
bAverage number of SNPs or haplotype alleles fitted in each chain of the MCMC
cFat = Milk fat yield; Lwt = liveweight; SCS = somatic cell score
dComputation time for running the analysis on the training set containing all breeds with a chain length of 41,000
eHap125 = Haplotypes of length 125 kb, fitting only haplotype alleles >10% frequency in training data set
fHap250 = Haplotypes of length 250 kb, fitting only haplotype alleles >1% frequency in training data set