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Table 3 Hit ratios of MR-MDR according to the noise distance δ (r = 0.25, n = 200)

From: Spatial rank-based multifactor dimensionality reduction to detect gene–gene interactions for multivariate phenotypes

Distribution

Heritability

\(\delta\)= 1.5

\(\delta\)= 2

\(\delta\)= 2.5

Iterative \(\delta\) (default)

Hit ratio

Noise (%)

Hit ratio

Noise (%)

Hit ratio

Noise (%)

Hit ratio

Noise (%)

Bivariate

0.01

0.004

14.78

0.007

5.10

0.005

1.27

0.009

12.02

Normal

0.025

0.003

14.78

0.008

4.96

0.007

1.16

0.006

11.90

0.05

0.024

14.79

0.026

5.04

0.038

1.19

0.041

11.92

0.1

0.073

14.54

0.1

4.86

0.131

1.12

0.131

11.59

0.2

0.255

14.27

0.372

4.69

0.423

1.10

0.452

11.21

0.3

0.430

14.28

0.609

4.70

0.669

1.08

0.693

11.14

0.4

0.593

13.944

0.793

4.54

0.846

1.03

0.865

10.736

Bivariate

0.01

0.302

11.89

0.335

7.47

0.352

4.88

0.35

8.25

Gamma

0.025

0.666

11.734

0.709

7.42

0.718

4.84

0.733

7.98

0.05

0.714

12.67

0.738

7.50

0.758

4.62

0.776

8.93

0.1

0.955

13.09

0.972

7.36

0.978

4.25

0.982

9.25

0.2

0.995

13.00

0.996

6.86

0.998

3.68

0.999

9.17

0.3

0.998

12.47

1

6.67

1

3.59

1

8.65

0.4

1

12.18

1

6.30

1

3.37

1

8.27