Research Article
A New Type Iterative Ridge Estimator: Applications and Performance Evaluations
Table 7
AMSEs of the estimators for CG and n = 100.
| Estimator | Case 1 with (CN = 61.38) | Case 2 with (CN = 50.71) | | | | | | | | | | |
| | 0.03 | 0.11 | 0.27 | 0.87 | 1.02 | 0.04 | 0.25 | 0.51 | 0.98 | 1.07 | | 0.38 | 0.24 | 0.30 | 2.70 | 10.28 | 0.45 | 0.27 | 0.52 | 10.89 | 43.35 | | 0.09 | 0.15 | 0.35 | 5.54 | 21.64 | 0.16 | 0.31 | 0.72 | 12.27 | 48.18 | | 0.16 | 0.22 | 0.35 | 4.08 | 15.65 | 0.26 | 0.37 | 0.66 | 8.56 | 33.27 | | 0.09 | 0.19 | 0.36 | 3.94 | 14.92 | 0.33 | 0.43 | 0.66 | 6.11 | 23.00 | | 0.32 | 0.35 | 0.42 | 2.54 | 9.11 | 0.44 | 0.49 | 0.64 | 4.79 | 17.77 | | 0.21 | 1.00 | 1.28 | 8.39 | 30.75 | 0.33 | 0.53 | 0.92 | 9.07 | 34.18 | | 0.29 | 2.33 | 8.51 | 208.72 | 834.42 | 0.11 | 0.59 | 1.32 | 20.85 | 81.71 | | 0.27 | 3.04 | 8.14 | 121.27 | 470.69 | 0.06 | 0.68 | 2.02 | 38.08 | 150.82 | | 0.27 | 3.04 | 8.14 | 121.27 | 470.69 | 0.06 | 0.68 | 2.02 | 38.08 | 150.82 | | 0.12 | 0.28 | 1.54 | 120.01 | 478.49 | 0.07 | 0.69 | 3.09 | 109.30 | 429.72 | | 0.53 | 0.86 | 6.12 | 494.51 | 2076.73 | 0.22 | 0.83 | 4.14 | 115.16 | 455.29 | | 0.51 | 9.26 | 36.12 | 895.30 | 3580.18 | 0.29 | 5.08 | 19.89 | 493.66 | 1974.17 | | 0.23 | 5.50 | 21.90 | 546.49 | 2185.81 | 0.23 | 5.48 | 21.82 | 544.39 | 2177.40 | | 0.68 | 15.15 | 60.25 | 1501.62 | 6004.89 | 0.88 | 20.46 | 81.58 | 2036.99 | 8147.50 | | 0.76 | 16.24 | 64.56 | 1610.93 | 6443.30 | 0.89 | 20.53 | 81.86 | 2044.41 | 8177.36 | | 1.00 | 19.91 | 79.40 | 1983.33 | 7932.99 | 1.14 | 26.14 | 104.20 | 2600.36 | 10400.37 | | 2.30 | 53.27 | 211.64 | 5278.49 | 21112.29 | 1.64 | 32.41 | 127.66 | 3174.67 | 12696.42 | | 2.79 | 69.65 | 278.59 | 6964.81 | 27859.22 | 4.52 | 112.95 | 451.80 | 11295.06 | 45180.25 |
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