Research Article
A New Robust Diagnostic Plot for Classifying Good and Bad High Leverage Points in a Multiple Linear Regression Model
Table 5
Values of MD, RMD, DRGP,
, MLS residuals, and MG
and their cut-off points (in the brackets) for the second modified Artificial data set.
| Case number | (3.058) | (3.397) | (0.792) | (2.5) | (2.5) | (2.5) |
| 1 | 1.50 | 1.83 | 0.37 | 2.30 | 15.04 | 18.69 | 2 | 0.27 | 1.11 | 0.15 | 3.52 | 20.51 | 24.81 | 3 | 1.92 | 16.38 | 18.60 | 0.69 | 0.48 | 0.29 | 4 | 2.95 | 23.70 | 38.86 | 1.34 | 0.48 | 0.26 | 5 | 0.77 | 1.76 | 0.40 | 0.23 | 0.15 | 0.05 | 6 | 0.54 | 0.52 | 0.09 | 0.35 | 0.48 | 0.01 | 7 | 0.84 | 0.92 | 0.14 | 0.24 | 0.23 | 0.19 | 8 | 2.57 | 4.16 | 0.72 | 0.30 | 4.08 | 1.33 | 9 | 0.57 | 0.27 | 0.08 | 0.35 | 0.44 | 0.06 | 10 | 2.02 | 3.27 | 0.83 | 0.20 | 3.50 | 1.47 | 11 | 0.22 | 1.50 | 0.25 | 0.55 | 1.52 | 0.03 | 12 | 0.62 | 1.16 | 0.16 | 0.33 | 0.32 | 0.11 | 13 | 1.63 | 1.87 | 0.36 | 0.71 | 2.48 | 0.09 | 14 | 0.82 | 1.82 | 0.23 | 0.16 | 1.19 | 0.20 | 15 | 1.17 | 1.38 | 0.21 | 0.68 | 2.64 | 0.20 | 16 | 0.60 | 1.37 | 0.24 | 0.21 | 0.40 | 0.03 | 17 | 0.46 | 0.84 | 0.09 | 0.38 | 0.48 | 0.03 | 18 | 0.69 | 1.30 | 0.23 | 0.74 | 2.77 | 0.14 | 19 | 0.96 | 1.59 | 0.18 | 0.29 | 0.09 | 0.12 | 20 | 1.92 | 16.38 | 18.60 | 2.09 | 16.13 | 6.42 |
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