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Table 3 Full-model posterior means of variance components using all SNPs ( m = 6,932), all individuals (n = 1,748), and deviance information criterion (DIC) for wood quality and growth traits

From: Genomic selection accuracies within and between environments and small breeding groups in white spruce

Trait†

Model*

σ a 2

σ g 2

λ 2

σ e 2

DIC

ADEN

FM-A

0.33

–

–

0.67

4558

 

FM-RR

–

1.7 Ă— 10−4

–

0.65

4493

 

FM-RRA

0.19

1.4 Ă— 10−4

–

0.58

4433

 

FM-L

–

–

88

0.65

4491

 

FM-LA

0.18

–

90

0.57

4431

AMFA

FM-A

0.32

–

–

0.72

4660

 

FM-RR

–

1.1 Ă— 10−4

–

0.77

4679

 

FM-RRA

0.21

7.5 Ă— 10−5

–

0.69

4634

 

FM-L

–

–

115

0.77

4275

 

FM-LA

0.22

–

144

0.69

4633

HT17

FM-A

0.47

–

–

0.62

4608

 

FM-RR

–

1.2 Ă— 10−4

–

0.77

4740

 

FM-RRA

0.37

5.4 Ă— 10−5

–

0.61

4602

 

FM-L

–

–

115

0.77

4739

 

FM-LA

0.41

–

160

0.59

4577

DBH17

FM-A

0.29

–

–

0.76

4786

 

FM-RR

–

9.1 Ă— 10−5

–

0.83

4824

 

FM-RRA

0.21

6.1 Ă— 10−5

–

0.74

4769

 

FM-L

–

–

134

0.83

4823

 

FM-LA

0.23

–

158

0.72

4759

MSE‡

 

0.093

2.1 Ă— 10−5

16.9

0.047

 
  1. †ADEN: average wood density; AMFA: average microfibril angle; HT17: 17-year height; DBH17: 17-year diameter at breast height.
  2. *FM-A: Full model - pedigree-based; FM-RR: Full model - ridge regression with marker data; FM-RRA: Full model - combined ridge regression with markers and pedigree data; FM-L: full model - the least absolute shrinkage and selection operator; FM-LA: full model – combined least absolute shrinkage and selection operator, and pedigree information.
  3. ‡Mean standard error over models.