Research Article
A New Type Iterative Ridge Estimator: Applications and Performance Evaluations
Table 5
AMSEs of the estimators for CG and n = 30.
| Estimator | Case 1 with (CN = 61.38) | Case 2 with (CN = 50.71) | | | | | | | | | | |
| | 0.05 | 0.12 | 0.26 | 0.90 | 1.06 | 0.05 | 0.23 | 0.46 | 1.02 | 1.13 | | 0.36 | 0.23 | 0.29 | 2.92 | 11.18 | 0.43 | 0.26 | 0.49 | 9.79 | 38.91 | | 0.08 | 0.16 | 0.37 | 5.88 | 22.92 | 0.14 | 0.29 | 0.71 | 12.04 | 47.35 | | 0.16 | 0.22 | 0.37 | 4.24 | 16.27 | 0.24 | 0.35 | 0.64 | 8.53 | 33.10 | | 0.10 | 0.20 | 0.38 | 3.93 | 14.79 | 0.30 | 0.40 | 0.64 | 6.17 | 23.27 | | 0.32 | 0.35 | 0.43 | 2.58 | 9.26 | 0.42 | 0.47 | 0.62 | 4.82 | 17.86 | | 0.20 | 1.06 | 1.39 | 8.70 | 31.63 | 0.30 | 0.53 | 0.95 | 9.50 | 35.95 | | 0.28 | 2.24 | 7.94 | 193.53 | 773.56 | 0.10 | 0.64 | 1.42 | 23.03 | 90.36 | | 0.25 | 2.86 | 7.66 | 110.66 | 429.37 | 0.06 | 0.78 | 2.34 | 43.00 | 169.59 | | 0.25 | 2.86 | 7.66 | 110.66 | 429.37 | 0.06 | 0.78 | 2.34 | 43.00 | 169.59 | | 0.11 | 0.29 | 1.74 | 120.75 | 489.40 | 0.08 | 0.89 | 3.95 | 144.96 | 526.75 | | 0.55 | 1.07 | 6.41 | 513.64 | 2144.04 | 0.25 | 0.88 | 3.90 | 167.07 | 645.75 | | 0.35 | 5.17 | 19.07 | 461.34 | 1843.37 | 0.14 | 2.16 | 8.22 | 201.50 | 805.50 | | 0.17 | 4.04 | 16.06 | 400.20 | 1600.62 | 0.25 | 6.04 | 24.08 | 601.04 | 2404.04 | | 0.48 | 10.53 | 41.92 | 1047.32 | 4189.66 | 0.95 | 22.10 | 88.14 | 2201.29 | 8804.88 | | 0.59 | 11.77 | 46.64 | 1162.68 | 4650.29 | 0.96 | 22.15 | 88.32 | 2205.93 | 8823.46 | | 0.76 | 13.27 | 52.77 | 1317.25 | 5268.64 | 1.26 | 28.87 | 115.10 | 2873.13 | 11491.49 | | 1.30 | 26.34 | 101.61 | 2502.67 | 10005.72 | 0.71 | 9.63 | 35.85 | 872.55 | 3487.31 | | 1.83 | 45.70 | 182.81 | 4570.33 | 18281.31 | 4.64 | 116.02 | 464.09 | 11602.28 | 46409.11 |
|
|