Table 4. Results of SRR.
Method | nR | nV | R2 | |||
---|---|---|---|---|---|---|
GBLUP | 75 | 2,000 | 0.053(0.008) | 0.775(0.009) | 0.072(0.010) | 0.748(0.009) |
BayesB | 75 | 2,000 | 0.073(0.016) | 0.768(0.009) | 0.124(0.021) | 0.789(0.008) |
BayesC | 75 | 2,000 | 0.077(0.015) | 0.753(0.010) | 0.123(0.021) | 0.774(0.009) |
GBLUP | 150 | 2,000 | 0.117(0.012) | 0.698(0.041) | 0.157(0.013) | 0.724(0.037) |
BayesB | 150 | 2,000 | 0.187(0.027) | 0.724(0.028) | 0.304(0.024) | 0.799(0.018) |
BayesC | 150 | 2,000 | 0.190(0.026) | 0.731(0.044) | 0.307(0.024) | 0.814(0.023) |
GBLUP | 500 | 2,000 | 0.266(0.011) | 0.705(0.014) | 0.345(0.011) | 0.790(0.009) |
BayesB | 500 | 2,000 | 0.501(0.017) | 0.672(0.010) | 0.691(0.006) | 0.796(0.006) |
BayesC | 500 | 2,000 | 0.499(0.016) | 0.682(0.010) | 0.691(0.007) | 0.800(0.006) |
GBLUP | 1,000 | 2,000 | 0.409(0.009) | 0.716(0.017) | 0.505(0.008) | 0.801(0.011) |
BayesB | 1,000 | 2,000 | 0.588(0.008) | 0.679(0.013) | 0.760(0.004) | 0.803(0.007) |
BayesC | 1,000 | 2,000 | 0.587(0.008) | 0.682(0.013) | 0.761(0.004) | 0.803(0.007) |
GBLUP | 2,000 | 2,000 | 0.528(0.011) | 0.735(0.009) | 0.624(0.006) | 0.803(0.004) |
BayesB | 2,000 | 2,000 | 0.647(0.013) | 0.699(0.010) | 0.784(0.002) | 0.803(0.002) |
BayesC | 2,000 | 2,000 | 0.647(0.013) | 0.698(0.010) | 0.784(0.002) | 0.802(0.002) |
GBLUP | 4,000 | 2,000 | 0.609(0.007) | 0.743(0.005) | 0.693(0.004) | 0.800(0.001) |
BayesB | 4,000 | 2,000 | 0.678(0.007) | 0.709(0.006) | 0.792(0.002) | 0.801(0.001) |
BayesC | 4,000 | 2,000 | 0.678(0.007) | 0.708(0.005) | 0.792(0.002) | 0.801(0.001) |
GBLUP | 8,000 | 2,000 | 0.673(0.005) | 0.757(0.003) | 0.740(0.003) | 0.801(0.001) |
BayesB | 8,000 | 2,000 | 0.706(0.006) | 0.729(0.004) | 0.795(0.002) | 0.801(0.001) |
BayesC | 8,000 | 2,000 | 0.705(0.005) | 0.728(0.004) | 0.795(0.002) | 0.801(0.001) |
SRR: markers and QTL were selected at random; nR: number of individuals in RP; nV: number of individuals in VP; R2 and are the predictive ability and genomic heritability when QTL are not in the panel; and are the predictive ability and genomic heritability when QTL are in the panel