Research Article
A New Type Iterative Ridge Estimator: Applications and Performance Evaluations
Table 6
AMSEs of the estimators for CG and n = 50.
| Estimator | Case 1 with (CN = 61.38) | Case 2 with (CN = 50.71) | | | | | | | | | | |
| | 0.03 | 0.11 | 0.26 | 0.88 | 1.03 | 0.04 | 0.24 | 0.48 | 0.99 | 1.09 | | 0.37 | 0.24 | 0.30 | 2.82 | 10.74 | 0.45 | 0.26 | 0.52 | 11.05 | 44.13 | | 0.09 | 0.16 | 0.36 | 5.74 | 22.43 | 0.15 | 0.31 | 0.73 | 12.39 | 48.76 | | 0.17 | 0.22 | 0.36 | 4.13 | 15.74 | 0.25 | 0.36 | 0.66 | 8.63 | 33.22 | | 0.10 | 0.20 | 0.37 | 3.95 | 14.86 | 0.32 | 0.42 | 0.66 | 6.11 | 22.96 | | 0.33 | 0.35 | 0.43 | 2.51 | 8.92 | 0.43 | 0.48 | 0.64 | 4.82 | 17.70 | | 0.20 | 0.96 | 1.29 | 8.42 | 30.64 | 0.33 | 0.53 | 0.93 | 9.07 | 34.07 | | 0.31 | 2.05 | 7.35 | 179.52 | 717.63 | 0.10 | 0.57 | 1.32 | 21.38 | 83.80 | | 0.25 | 2.75 | 7.28 | 105.25 | 403.82 | 0.05 | 0.67 | 2.04 | 38.81 | 152.09 | | 0.25 | 2.75 | 7.28 | 105.25 | 403.82 | 0.05 | 0.67 | 2.04 | 38.81 | 152.09 | | 0.12 | 0.34 | 1.89 | 123.21 | 518.77 | 0.06 | 0.60 | 2.85 | 94.90 | 479.27 | | 0.56 | 0.89 | 6.07 | 489.11 | 2069.94 | 0.20 | 0.78 | 3.30 | 111.20 | 471.55 | | 0.41 | 6.47 | 24.56 | 601.97 | 2406.27 | 0.16 | 2.51 | 9.66 | 238.44 | 953.40 | | 0.17 | 4.16 | 16.55 | 412.58 | 1650.14 | 0.27 | 6.64 | 26.45 | 660.38 | 2641.38 | | 0.52 | 11.13 | 44.20 | 1101.75 | 4406.17 | 1.08 | 25.45 | 101.56 | 2537.04 | 10147.98 | | 0.62 | 12.49 | 49.55 | 1235.46 | 4941.43 | 1.08 | 25.48 | 101.68 | 2540.02 | 10159.82 | | 0.82 | 15.03 | 59.88 | 1495.42 | 5981.36 | 1.41 | 33.12 | 132.14 | 3298.88 | 13194.45 | | 1.61 | 35.63 | 140.28 | 3485.75 | 13940.08 | 0.98 | 14.98 | 57.35 | 1411.72 | 5644.07 | | 2.01 | 50.30 | 201.19 | 5029.83 | 20119.33 | 5.70 | 142.42 | 569.68 | 14242.04 | 56968.15 |
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