Diagnostic measures
Estimators
Nature of data analysis
RMSE
Influential points
D
OLS
All Data
−539.48
(258.16)
373.07
(36.07)
0.66
(0.12)
880.52
7, 11, 18
Without Influential
−642.98
(128.83)
410.25
(28.01)
0.46
(0.09)
368.56
M
All Data
−487.21
(89.26)
398.29
(12.47)
0.39
(0.04)
286.87
7, 31, 33, 35
Without Influential
−452.02
(112.35)
396.46
(13.32)
0.37
(0.07)
274.31
MM
All Data
−484.79
(97.50)
398.40
(12.09)
0.39
(0.06)
330.87
7, 18, 33
Without Influential
−482.56
(100.33)
398.53
(12.33)
0.3854
(0.06)
291.54
S
All Data
−483.82
(98.71)
398.45
(12.19)
0.39
(0.06)
366.10
7, 18, 33
Without Influential
−479.53
(108.50)
398.84
(13.11)
0.38
(0.06)
286.85
LTS
All Data
−493.80
(93.16)
398.09
(11.92)
0.40
(0.05)
314.26
7, 18, 33
Without Influential
−467.57
(107.70)
388.59
(22.33)
0.4160
(0.07)
284.72
DFFITS
OLS
All Data
−539.48
(258.16)
373.07
(36.07)
0.66
(0.12)
880.52
7, 18
WIP
−621.67
(113.86)
401.52
(15.26)
0.48
(0.06)
363.23
M
All Data
−487.21
(89.26)
398.29
(12.47)
0.39
(0.04)
286.87
7, 31, 33,
35
WIP
−452.02
(112.35)
396.46
(13.32)
0.37
(0.07)
274.31
MM
All Data
−484.79
(97.50)
398.40
(12.09)
0.39
(0.06)
330.87
7, 18, 33
WIP
−482.56
100.33
398.53
12.33
0.39
0.06
291.54
S
All Data
−483.82
(98.71)
398.45
(12.19)
0.39
(0.06)
366.10
7, 18, 33
WIP
−479.5
(108.50)
398.84
(13.11)
0.38
(0.06)
286.85
LTS
All Data
−493.80
(93.16)
398.09
(11.92)
0.40
(0.05)
314.26
7, 18, 33
WIP
−467.57
(107.70)
388.60
22.33
0.42
(0.07)
286.83
DFBETAS
OLS
All Data
−539.48
(258.16)
373.07
(36.07)
0.66
(0.12)
880.52
7, 18
WIP
−621.67
(113.86)
401.52
(15.26)
0.48
(0.06)
363.23
M
All Data
−487.21
(89.26)
398.29
(12.47)
0.39
(0.04)
286.87
NIL
WIP
−487.21
(89.26)
398.29
(12.47)
0.39
(0.04)
286.87
MM
All Data
−484.79
(97.50)
398.40
(12.09)
0.39
(0.06)
330.87
NIL
WIP
−484.79
(97.50)
398.40
(12.09)
0.39
(0.06)
330.87
S
All Data
−483.82
(98.71)
398.45
(12.19)
0.39
(0.06)
366.10
NIL
WIP
−483.82
(98.71)
398.45
(12.19)
0.39
(0.06)
366.10
LTS
All Data
−493.80
(93.16)
398.09
(11.92)
0.40
(0.05)
283.12
18
WIP
−493.80
(93.16)
398.09
(11.92)
0.40
(0.05)
283.12