Performances of Adaptive MultiBLUP, Bayesian regressions, and weighted-GBLUP approaches for genomic predictions in Belgian Blue beef cattle

Table 4 Reliabilities of predicted genomic EBVs for conformation and muscular traits in Belgian Blue beef cattle using different methods and SNP weighting strategies

Trait	GBLUP	Standardized GBLUP	AM-BLUP^a	BAM-BLUP^b	BSLMM^c	BayesR	WPIP-GBLUP^d	IW-GBLUP^e	BRPV-GBLUP^f
Shoulder muscling	0.57	0.56	0.58	0.58	0.59	0.57	0.58	0.56	0.55
Top muscling	0.56	0.54	0.55	0.55	0.56	0.53	0.54	0.54	0.51
Skin thickness	0.39	0.39	0.44	0.44	0.49	0.48	0.48	0.39	0.43
Height	0.49	0.50	0.52	0.52	0.53	0.54	0.53	0.51	0.54
Muscular development	0.62	0.60	0.63	0.63	0.63	0.62	0.61	0.60	0.61
Rump	0.44	0.44	0.47	0.48	0.47	0.46	0.47	0.44	0.45
Length	0.37	0.37	0.38	0.38	0.40	0.40	0.41	0.37	0.39
Chest width	0.41	0.40	0.41	0.39	0.44	0.43	0.40	0.41	0.44
Pelvis width	0.32	0.31	0.33	0.34	0.35	0.34	0.35	0.31	0.33
Rib shape	0.49	0.51	0.51	0.51	0.50	0.50	0.51	0.51	0.49
Pelvis length	0.30	0.30	0.32	0.32	0.32	0.32	0.34	0.30	0.31
Tail set	0.49	0.48	0.46	0.45	0.49	0.47	0.48	0.48	0.46
Buttock muscling (side)	0.54	0.53	0.54	0.53	0.55	0.54	0.53	0.53	0.54
Buttock muscling (rear)	0.58	0.57	0.60	0.60	0.61	0.61	0.59	0.57	0.60
Average	0.47	0.46	0.48	0.48	0.49	0.49	0.49	0.47	0.47

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