Research Article
A New Type Iterative Ridge Estimator: Applications and Performance Evaluations
Table 4
AMSEs of the estimators for DG and n = 100.
| Estimator | | | | | | | | | | | | | | | | | | |
| | 0.03 | 0.11 | 0.27 | 0.86 | 1.01 | 0.01 | 0.08 | 0.24 | 0.86 | 1.00 | 0.01 | 0.06 | 0.22 | 0.85 | 1.00 | | 0.11 | 0.22 | 0.39 | 3.33 | 12.92 | 0.06 | 0.12 | 0.26 | 1.69 | 5.82 | 0.02 | 0.08 | 0.22 | 1.01 | 2.18 | | 0.09 | 1.08 | 0.39 | 2.64 | 9.52 | 0.08 | 0.44 | 0.28 | 2.16 | 7.68 | 0.08 | 0.11 | 0.25 | 2.05 | 7.23 | | 0.17 | 0.17 | 0.38 | 4.38 | 16.82 | 0.16 | 0.13 | 0.30 | 3.19 | 12.18 | 0.16 | 0.11 | 0.28 | 2.89 | 11.03 | | 0.50 | 0.37 | 1.32 | 3.95 | 14.87 | 0.69 | 0.25 | 0.86 | 3.57 | 13.57 | 0.24 | 0.13 | 0.37 | 3.54 | 13.54 | | 0.33 | 0.22 | 0.43 | 6.14 | 23.97 | 0.32 | 0.20 | 0.40 | 4.08 | 15.98 | 0.32 | 0.19 | 0.39 | 3.56 | 13.97 | | 0.10 | 0.97 | 0.28 | 8.54 | 30.98 | 0.21 | 0.88 | 0.39 | 6.19 | 22.91 | 0.38 | 0.26 | 0.64 | 4.96 | 19.06 | | 0.33 | 0.35 | 1.94 | 125.87 | 515.47 | 0.47 | 0.34 | 1.17 | 117.10 | 507.79 | 0.66 | 0.34 | 0.80 | 99.60 | 501.97 | | 0.20 | 0.21 | 5.98 | 85.12 | 329.33 | 0.43 | 0.36 | 7.10 | 236.04 | 906.67 | 0.91 | 0.63 | 14.65 | 970.84 | 3705.63 | | 0.23 | 2.26 | 5.96 | 85.12 | 329.33 | 0.68 | 7.02 | 17.71 | 236.04 | 906.67 | 3.25 | 33.02 | 78.42 | 970.84 | 3705.63 | | 0.20 | 2.26 | 5.96 | 416.49 | 1768.92 | 0.68 | 7.02 | 17.71 | 969.55 | 4382.03 | 3.71 | 33.02 | 78.42 | 3058.12 | 15466.54 | | 0.20 | 7.85 | 30.75 | 763.02 | 3051.30 | 0.68 | 17.45 | 67.77 | 1676.88 | 6705.25 | 3.71 | 67.90 | 261.98 | 6467.81 | 25860.67 | | 0.41 | 1.89 | 6.47 | 156.01 | 623.38 | 1.00 | 7.80 | 30.87 | 770.47 | 3081.69 | 4.25 | 77.29 | 309.14 | 7728.34 | 30913.32 | | 0.11 | 2.43 | 9.60 | 238.83 | 955.13 | 0.49 | 12.02 | 48.00 | 1198.83 | 4795.15 | 4.83 | 120.51 | 481.96 | 12047.81 | 48191.07 | | 0.33 | 6.54 | 25.89 | 645.43 | 2581.55 | 1.34 | 31.58 | 126.04 | 3148.30 | 12592.56 | 12.76 | 316.88 | 1267.16 | 31674.16 | 126694.95 | | 0.41 | 7.27 | 28.65 | 712.57 | 2849.80 | 1.59 | 36.29 | 144.73 | 3614.70 | 14458.33 | 14.71 | 364.26 | 1456.61 | 36411.76 | 145646.58 | | 0.57 | 8.42 | 33.35 | 831.57 | 3325.90 | 1.92 | 43.22 | 172.80 | 4319.21 | 17276.63 | 17.49 | 436.13 | 1744.52 | 43612.48 | 174449.75 | | 1.00 | 24.16 | 96.31 | 2404.99 | 9619.57 | 4.91 | 116.15 | 462.26 | 11535.90 | 46140.77 | 45.03 | 1027.45 | 4076.76 | 101627.22 | 406468.89 | | 1.10 | 27.44 | 109.76 | 2744.11 | 10976.43 | 5.63 | 140.72 | 562.87 | 14071.66 | 56286.63 | 56.87 | 1421.71 | 5686.83 | 142170.76 | 568683.04 |
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