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Table 4 Comparison of MELM and RMELM in terms of variance component

From: Overcoming the problems caused by collinearity in mixed-effects logistic model: determining the contribution of various types of violence on depression in pregnant women

n

ICC

ρ

MELM

RMELM

30

0.2

0.7

35.51

16.23

  

0.8

55.82

16.39

  

0.9

31.61

16.39

  

0.95

37.85

16.39

 

0.5

0.7

90.42

41.83

  

0.8

82.36

41.89

  

0.9

69.25

42.28

  

0.95

75.14

42.15

 

0.8

0.7

203.67

264.10

  

0.8

170.74

264.49

  

0.9

186.09

264.64

  

0.95

169.43

262.87

50

0.2

0.7

10.81

16.44

  

0.8

17.38

16.54

  

0.9

13.68

16.49

  

0.95

15.07

16.52

 

0.5

0.7

26.21

42.02

  

0.8

37.03

42.20

  

0.9

38.22

42.19

  

0.95

46.13

42.21

 

0.8

0.7

137.90

263.55

  

0.8

149.56

261.40

  

0.9

148.32

261.48

  

0.95

120.76

263.8

100

0.2

0.7

5.04

16.15

  

0.8

5.28

16.41

  

0.9

4.70

16.39

  

0.95

5.07

16.45

 

0.5

0.7

15.11

41.08

  

0.8

12.90

41.65

  

0.9

13.54

41.54

  

0.95

11.38

41.77

 

0.8

0.7

83.39

256.69

  

0.8

78.19

256.61

  

0.9

67.40

257.31

  

0.95

73.20

259.98