Research Article
A New Robust Diagnostic Plot for Classifying Good and Bad High Leverage Points in a Multiple Linear Regression Model
Table 7
Values of MD, RMD, DRGP,
, MLS residuals, and MG
and their cut-off points (in the brackets) for Phosphorus data set.
| Case number | (3.058) | (4.551) | (0.519) | (2.5) | (2.5) | (2.5) |
| 1 | 1.88 | 6.02 | 0.89 | 0.13 | 0.71 | 0.78 | 2 | 1.51 | 1.55 | 0.24 | 0.05 | 0.10 | 0.21 | 3 | 1.70 | 1.61 | 0.34 | 0.40 | 0.90 | 0.05 | 4 | 1.12 | 2.73 | 0.28 | 0.04 | 0.25 | 0.07 | 5 | 1.33 | 1.17 | 0.20 | 0.66 | 0.74 | 0.92 | 6 | 2.62 | 7.86 | 1.58 | 0.78 | 0.25 | 1.00 | 7 | 0.38 | 2.23 | 0.16 | 0.20 | 0.24 | 0.55 | 8 | 0.84 | 0.66 | 0.12 | 0.80 | 1.61 | 0.82 | 9 | 1.07 | 1.16 | 0.18 | 0.68 | 1.56 | 0.67 | 10 | 1.28 | 4.02 | 0.77 | 1.86 | 2.88 | 2.81 | 11 | 0.38 | 0.69 | 0.07 | 0.14 | 0.01 | 0.02 | 12 | 1.13 | 0.98 | 0.17 | 0.28 | 0.25 | 0.12 | 13 | 1.10 | 0.83 | 0.15 | 1.32 | 1.38 | 0.86 | 14 | 1.01 | 0.88 | 0.15 | 0.29 | 0.21 | 0.05 | 15 | 1.24 | 1.52 | 0.20 | 0.38 | 0.21 | 0.30 | 16 | 0.99 | 2.73 | 0.26 | 0.44 | 0.97 | 0.42 | 17 | 1.56 | 1.44 | 0.26 | 5.36 | 5.12 | 6.22 | 18 | 1.78 | 1.90 | 0.39 | 0.83 | 0.25 | 0.27 |
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