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Table 7 Number of iterations in PCG of linearly equivalent MME using marker matrix \({\mathbf{Z}}_m^{-1,0,1}\) (−1,0,1 encoding), convergence tolerance \(10^{-12}\), heritability 0.5, and diagonal preconditioning under different polygenic proportions w

From: Single-step SNP-BLUP with on-the-fly imputed genotypes and residual polygenic effects

MME

Size

Weight \({w}\)

0.00

0.01

0.10

0.20

0.30

1.00

Orig.

73,580

96

64

60

58

57

1

73,580

144

144

147

152

171

2

111,106

785

1059

1068

1010

953

171

3

181,800

785

3570

3411

3080

2826

57

4

181,800

418

413

636

762

817

283

5

181,800

418

423

673

805

857

124

6

115,054

418

413

636

762

817

283

  1. MME, original ssGBLUP; 1, basic equivalent ssGBLUP; 2, basic RPG ssSNP-BLUP; 3, expanded RPG ssSNP-BLUP; 4, orthogonal ssSNP-BLUP; 5, orthogonal expanded ssSNP-BLUP; 6, reduced orthogonal ssSNP-BLUP