Research Article
A New Robust Diagnostic Plot for Classifying Good and Bad High Leverage Points in a Multiple Linear Regression Model
Table 9
RMD, DRGP,
, MLS residuals, and MG
and their cut-off points (in the brackets) for Aircraft data set.
| Case number | (3.582) | (4.640) | (0.365) | (2.5) | (2.5) | (2.5) |
| 1 | 1.76 | 1.70 | 0.05 | 0.89 | 0.06 | 0.37 | 2 | 1.53 | 2.52 | 0.05 | 1.26 | 0.14 | 0.79 | 3 | 1.55 | 1.59 | 0.05 | 1.32 | 0.66 | 1.46 | 4 | 1.57 | 1.52 | 0.05 | 0.72 | 0.08 | 1.71 | 5 | 1.11 | 1.43 | 0.11 | 0.17 | 0.08 | 0.69 | 6 | 2.17 | 2.54 | 0.24 | 0.94 | 0.18 | 0.24 | 7 | 1.42 | 2.22 | 0.09 | 0.56 | 0.19 | 0.83 | 8 | 1.91 | 2.43 | 0.07 | 0.94 | 0.08 | 0.35 | 9 | 2.09 | 1.93 | 0.04 | 0.05 | 0.79 | 0.16 | 10 | 1.96 | 2.53 | 0.29 | 0.96 | 1.61 | 0.87 | 11 | 1.64 | 1.68 | 0.08 | 0.29 | 1.62 | 1.04 | 12 | 0.64 | 1.22 | 0.13 | 1.97 | 0.14 | 1.62 | 13 | 0.88 | 1.24 | 0.11 | 0.15 | 0.42 | 0.01 | 14 | 4.29 | 26.51 | 0.12 | 0.03 | 1.96 | 0.17 | 15 | 0.78 | 4.16 | 0.04 | 0.06 | 0.19 | 0.01 | 16 | 1.66 | 3.64 | 0.24 | 0.09 | 3.56 | 4.74 | 17 | 2.09 | 2.41 | 0.17 | 1.97 | 0.08 | 0.19 | 18 | 1.19 | 1.53 | 0.11 | 0.24 | 1.64 | 1.77 | 19 | 2.29 | 2.01 | 0.41 | 0.65 | 1.66 | 4.35 | 20 | 1.55 | 7.96 | 0.01 | 1.09 | 0.08 | 0.37 | 21 | 2.42 | 2.15 | 0.45 | 0.48 | 0.84 | 2.12 | 22 | 3.42 | 7.47 | 0.50 | 4.78 | 9.61 | 11.73 | 23 | 1.11 | 1.34 | 0.08 | 0.28 | 0.16 | 0.68 |
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