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Table 3 Summary of results of simulation study of rank-based procedures and the mle procedure for the skew-normal with shape α =5 distribution and a skew-normal contaminated distribution

From: Efficient and adaptive rank-based fits for linear models with skew-normal errors

 

Skew normal errors

Contaminated errors

 

β

θ

β

θ

Proced.

ARE

Conf.

ARE

Conf.

ARE

Conf.

ARE

Conf.

rb α=2

1.02

0.96

1.04

0.96

6.61

0.98

10.84

0.98

rb α=3

1.09

0.96

1.11

0.96

7.43

0.97

12.24

0.98

rb α=4

1.13

0.96

1.15

0.96

7.79

0.97

12.91

0.98

rb α=5

1.14

0.96

1.16

0.96

7.85

0.96

13.10

0.97

rb α=6

1.13

0.95

1.16

0.96

7.73

0.96

13.02

0.97

rb α=7

1.11

0.95

1.14

0.95

7.49

0.95

12.72

0.97

rb α=8

1.09

0.95

1.12

0.95

7.17

0.95

12.30

0.96

rb α=10

1.04

0.94

1.07

0.94

6.46

0.94

11.22

0.95

rb Wil.

0.78

0.95

0.79

0.95

4.70

0.96

7.56

0.97

LS

0.70

0.95

0.71

0.95

0.20

0.95

0.31

0.95

mle

1.00

0.93

1.00

0.93

1.00

0.96

1.00

0.99