Research Article
A New Type Iterative Ridge Estimator: Applications and Performance Evaluations
Table 3
AMSEs of the estimators for DG and n = 50.
| Estimator | | | | | | | | | | | | | | | | | | |
| | 0.03 | 0.10 | 0.24 | 0.86 | 1.01 | 0.02 | 0.07 | 0.21 | 0.86 | 1.01 | 0.01 | 0.06 | 0.20 | 0.86 | 1.01 | | 0.08 | 0.17 | 0.31 | 2.43 | 9.11 | 0.05 | 0.11 | 0.24 | 1.40 | 4.38 | 0.02 | 0.08 | 0.22 | 0.95 | 1.73 | | 0.09 | 0.82 | 0.33 | 2.36 | 8.41 | 0.08 | 0.28 | 0.27 | 2.08 | 7.34 | 0.08 | 0.09 | 0.25 | 2.01 | 7.09 | | 0.16 | 0.14 | 0.33 | 3.68 | 14.04 | 0.17 | 0.12 | 0.29 | 2.98 | 11.37 | 0.16 | 0.11 | 0.28 | 2.82 | 10.75 | | 0.65 | 0.28 | 1.21 | 3.69 | 13.94 | 0.64 | 0.18 | 0.66 | 3.47 | 13.23 | 0.15 | 0.13 | 0.32 | 3.51 | 13.41 | | 0.32 | 0.21 | 0.41 | 4.89 | 19.10 | 0.32 | 0.20 | 0.39 | 3.75 | 14.69 | 0.32 | 0.19 | 0.39 | 3.49 | 13.66 | | 0.14 | 1.05 | 0.31 | 7.50 | 27.25 | 0.26 | 0.69 | 0.45 | 5.51 | 20.69 | 0.41 | 0.18 | 0.70 | 4.83 | 18.64 | | 0.38 | 0.34 | 1.55 | 119.33 | 510.79 | 0.52 | 0.34 | 0.93 | 102.73 | 525.23 | 0.72 | 0.34 | 1.01 | 128.79 | 477.35 | | 0.25 | 0.26 | 6.06 | 128.51 | 490.99 | 0.64 | 0.43 | 8.15 | 350.18 | 1330.37 | 0.80 | 0.70 | 23.48 | 1391.35 | 5261.81 | | 0.39 | 3.62 | 9.36 | 128.51 | 490.99 | 1.01 | 10.97 | 27.11 | 350.18 | 1330.37 | 6.24 | 49.28 | 115.21 | 1391.35 | 5261.81 | | 0.33 | 3.62 | 9.36 | 585.18 | 2506.28 | 1.13 | 10.97 | 27.11 | 1310.76 | 5854.45 | 5.88 | 49.28 | 115.21 | 4507.13 | 18831.97 | | 0.33 | 7.83 | 29.67 | 726.70 | 2904.76 | 1.13 | 19.29 | 72.27 | 1762.26 | 7042.96 | 5.88 | 81.33 | 301.27 | 7315.95 | 29234.78 | | 0.49 | 3.32 | 12.49 | 309.05 | 1235.85 | 1.34 | 15.47 | 61.70 | 1541.64 | 6166.43 | 6.23 | 153.75 | 615.00 | 15374.73 | 61498.90 | | 0.17 | 4.06 | 16.14 | 402.40 | 1609.42 | 0.81 | 20.17 | 80.59 | 2013.59 | 8054.18 | 8.04 | 200.81 | 803.14 | 20077.49 | 80309.77 | | 0.50 | 10.74 | 42.72 | 1066.40 | 4265.53 | 2.22 | 53.64 | 214.33 | 5357.07 | 21428.33 | 21.65 | 539.12 | 2156.02 | 53894.11 | 215573.89 | | 0.63 | 12.46 | 49.37 | 1230.41 | 4921.14 | 2.64 | 62.24 | 248.49 | 6208.58 | 24833.85 | 24.97 | 620.59 | 2481.88 | 62043.20 | 248172.32 | | 0.83 | 14.42 | 57.47 | 1435.48 | 5741.66 | 3.05 | 72.54 | 290.13 | 7252.53 | 29009.94 | 29.46 | 735.85 | 2943.41 | 73584.64 | 294338.39 | | 1.59 | 36.59 | 144.80 | 3604.90 | 14417.58 | 7.54 | 168.03 | 661.94 | 16451.90 | 65794.32 | 65.65 | 1373.46 | 5367.45 | 132995.34 | 531817.28 | | 1.82 | 45.60 | 182.39 | 4559.76 | 18239.04 | 9.23 | 230.80 | 923.20 | 23080.01 | 92320.03 | 92.29 | 2307.17 | 9228.70 | 230717.41 | 922869.64 |
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