Diag

Est.

RMSE

IP

D

OLS

All Data

−3.5E6

8.9E5

15.06

84.92

−0.04

0.03

−0.05

0.23

−2.02

0.49

−1.03

0.21

1829.2

455.48

304.85

5, 16, 4, 10, 15

WIP

Sample size problem

M

All Data

−3.2E6

1.2E6

−2.87

117.5

−0.03

0.05

−0.09

0.31

−1.82

0.68

−0.98

0.30

1666.3

630.08

161.32

5, 10, 1, 16, 4, 15, 6

WIP

−4.8E6

3.7E5

−2.18

14.54

−0.06

0.01

−0.08

0.06

−2.39

0.14

−1.25

0.07

2533.8

190.29

20.00

MM

All Data

−3.4E6

9.7E5

9.77

89.53

−0.03

0.04

−0.06

0.24

−1.97

0.52

−1.02

0.23

1790.9

495.72

361.64

5, 16, 4,

10, 15

WIP

Sample size problem

S

All Data

−3.3E6

1.1E6

5.98

96.08

−0.03

0.04

−0.07

0.26

−1.93

0.56

−1.01

0.56

1757.4

542.27

334.25

5, 16, 4,

10, 15

WIP

Sample size problem

LTS

All Data

−5E6

1.1E6

31.61

75.98

−0.08

0.04

0.17

0.23

−2.70

0.57

−1.26

0.23

2583.6

575.46

270.87

5, 4, 16, 15, 10

WIP

Sample size problem

DFFITS

OLS

All Data

−3.5E6

8.9E5

15.06

84.92

−0.04

0.03

−0.05

0.23

−2.02

0.49

−1.03

0.21

1829.2

455.48

304.85

5, 16, 4, 10, 15

WIP

Sample size problem

M

All Data

−3.2E6

1.2E6

−2.87

117.5

−0.03

0.05

−0.09

0.31

−1.82

0.68

−0.98

0.30

1666.3

630.08

161.32

5, 10, 16,

15, 6, 2

WIP

−4.9E6

9.9E5

−11.22

4.15

−0.07

0.00

−0.04

0.02

−2.45

0.04

−1.36

0.02

2587.03

50.78

6.42

MM

All Data

−3.4E6

9.7E5

9.77

89.53

−0.03

0.04

−0.06

0.24

−1.97

0.52

−1.02

0.23

1790.9

495.72

361.64

5, 10, 16, 15, 1, 6, 2

WIP

Sample size problem

S

All Data

−3.3E6

1.1E6

5.98

96.08

−0.03

0.04

−0.07

0.26

−1.93

0.56

−1.01

0.56

1757.4

542.27

334.25

5, 16,

10, 4, 15

WIP

Sample size problem

LTS

All Data

−5E6

1.1E6

31.61

75.98

−0.08

0.04

0.17

0.23

−2.70

0.57

−1.26

0.23

2583.6

575.46

270.87

5, 4, 16, 15, 10

WIP

Sample size problem

DFBETAS

OLS

All Data

−3.5E6

8.9E5

15.06

84.92

−0.04

0.03

−0.05

0.23

−2.02

0.49

−1.03

0.21

1829.2

455.48

304.85

5, 10

WIP

−4.0E6

1.1E6

44.57

66.28

−0.06

0.04

0.15

0.20

−2.32

0.53

−1.10

0.21

2082.8

564.37

235.03

M

All Data

−3.2E6

1.2E6

−2.87

117.5

−0.03

0.05

−0.09

0.31

−1.82

0.68

−0.98

0.30

1666.3

630.08

161.32

5, 16, 15, 6

WIP

−6.2E6

1.2E6

−43.17

53.73

−0.09

0.04

−0.01

0.24

−2.91

0.53

−1.52

0.24

3247.1

630.06

145.53

MM

All Data

−3.4E6

9.7E5

9.77

89.53

−0.03

0.04

−0.06

0.24

−1.97

0.52

−1.02

0.23

1790.9

495.72

361.64

5

WIP

−4.8E6

1.2E6

12.85

80.43

−0.08

0.04

0.11

0.24

−2.58

0.59

−1.24

0.24

2515.8

604.62

S

All Data

−3.3E6

1.1E6

5.98

96.08

−0.03

0.04

−0.07

0.26

−1.93

0.56

−1.01

0.56

1757.4

542.27

334.25

5

WIP

−4.8E6

1.2E6

6.88

81.74

−0.07

0.04

0.09

0.25

−2.55

0.60

−1.24

0.24

2508.1

611.66

LTS

All Data

−5E6

1.1E6

31.61

75.98

−0.08

0.04

0.17

0.23

−2.70

0.57

−1.26

0.23

2583.6

575.46

270.87

10, 16

WIP

Sample size problem