Table 2 Scenario 1: Results for the trait controlled by small gene effects with heritability 0.30

Parametric

0.21 ± 0.01

0.10 ± 0.01

0.68

-

0.48

-

0.48

-

BRR (−2,-2)

0.15^b ± 0.05

0.12^b ± 0.05

0.63^b ± 0.03

1.40 ± 0.33

0.31^b ± 0.07

0.57^b ± 0.23

0.77

5^b

IBLASSO (4,-2)

0.12 ± 0.06

0.14 ± 0.05

0.62^b ± 0.03

2.41 ± 1.82

0.28 ± 0.06

0.46 ± 0.24

1.19

1

IBLASSO (4,2)

0.14 ± 0.06

0.10^b ± 0.06

0.63^b ± 0.03

1.86 ± 1.14

0.29^b ± 0.06

0.63^b ± 0.42

0.81

4

BAYESA*B* (−2,6)

0.15^b ± 0.06

0.10^b ± 0.05

0.63^b ± 0.03

1.51 ± 0.57

0.29^b ± 0.06

0.69^b ± 0.42

0.67

5^b

BAYESA*B* (4,6)

0.15^b ± 0.06

0.10^b ± 0.05

0.63^b ± 0.03

1.49^b ± 0.56

0.29^b ± 0.06

0.71^b ± 0.43

0.65

6^b

BAYESA*B* (−2,8)

0.15^b ± 0.05

0.09^b ± 0.05

0.63^b ± 0.03

1.44^b ± 0.47

0.29^b ± 0.06

0.72^b ± 0.42

0.61^b

7^b

RR-HET (-2–2)

0.11 ± 0.06

0.14 ± 0.05

0.62^b ± 0.03

2.43 ± 1.74

0.28 ± 0.05

0.44 ± 0.23

1.24

1

BLASSO (4,2)

0.17^b ± 0.09

0.13 ± 0.02

0.63^b ± 0.03

1.44 ± 0.65

0.29^b ± 0.05

3.20 ± 5.34

0.74

3

G-BLUP

0.15^b ± 0.05

0.13 ± 0.06

0.63^b ± 0.03

1.25^b ± 0.35

0.31^b ± 0.04

0.70^b ± 0.30

0.83

5^b

Pedigree

0.16^b ± 0.03

0.07 ± 0.01

0.53 ± 0.03

0.96^b ± 0.19

0.05 ± 0.02

0.20 ± 0.11

-

2