Table 1.
Model | Trait | ||||
---|---|---|---|---|---|
Days | Status | ||||
PBLUP | 73.079 | 16.640 | 0.185 ± 0.038 | 0.358 | 0.260 ± 0.037 |
GBLUP | 65.323 | 24.295 | 0.271 ± 0.041 | 0.661 | 0.393 ± 0.040 |
BAYESC | 65.454 | 17.392 | 0.210 ± 0.031 | 0.442 | 0.303 ± 0.054 |
PBAYESC | 65.348 | 19.318 | 0.228 ± 0.032 | 0.417 | 0.290 ± 0.053 |
BLASSO | 64.963 | 18.037 | 0.217 ± 0.030 | 0.439 | 0.300 ± 0.063 |
PBLASSO | 65.118 | 19.530 | 0.231 ± 0.034 | 0.374 | 0.269 ± 0.052 |
aResidual variance for binary survival STATUS was set to 1
b, cTotal additive genetic variance : PBLUP and GBLUP was ; BAYESC and BLASSO was ; PBAYESC and PBLASSO was
cHeritability : PBLUP and GBLUP ; BAYESC, BLASSO, PBAYESC and PBLASSO
dModels with pedigree: pedigree based BLUP (PBLUP), genomic BLUP (GBLUP) and Bayesian estimation methods with additive SNP effects and polygenic pedigree (PBAYESC and PBLASSO); Models with only additive SNP effects: Bayesian estimation methods (BAYESC and BLASSO)