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. 2016 Aug 16;11(8):e0161054. doi: 10.1371/journal.pone.0161054

Table 4. Results of SRR.

Method nR nV R2 hM2 RM+QTL2 hM+QTL2
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 hM2 are the predictive ability and genomic heritability when QTL are not in the panel; RM+QTL2 and hM+QTL2 are the predictive ability and genomic heritability when QTL are in the panel