Table 3.
Biweight variances and deficiencies: n = 20.
Tuning Constant | l.5xMAD — Fixed |
1.5xMAD — Iterative |
sbi — Fixed |
sbi — Iterative |
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Variance | SE | Deficiency (%) | Variance | SE | Deficiency (%) | Variance | SE | Deficiency (%) | Variance | SE | Deficiency (%) | |
Gaussian (optimal = 1.0) | ||||||||||||
3 | 1.0973 | 0.0076 | 8.8 | 1.0841 | 0.0069 | 7.8 | 1.2111 | 0.0147 | 17.4 | 1.2159 | 0.0154 | 17.8 |
4 | 0369 | 0039 | 3.6 | 0299 | 0034 | 2.9 | .0842 | 0064 | 7.8 | 0769 | 0051 | 7.1 |
5 | 0172 | 0026 | 1.7 | 0117 | 0013 | 1.2 | 0387 | 0036 | 3.7 | 0331 | 0024 | 3.2 |
6 | 0087 | 0015 | 0.9 | 0056 | 0007 | 0.6 | 0187 | 0019 | 1.8 | 0163 | 0015 | 1.6 |
7 | 0047 | 0008 | 0.5 | 0030 | 0004 | 0.3 | 0096 | 0010 | 0.9 | 0084 | 0008 | 0.8 |
8 | 0027 | 0005 | 0.3 | 0018 | 0002 | 0.2 | 0052 | 0005 | 0.5 | 0045 | 0004 | 0.4 |
9 | 0017 | 0003 | 0.2 | 0011 | 0001 | 0.1 | 0030 | 0003 | 0.3 | 0027 | 0002 | 0.3 |
One-Wild (optimal = 1.0526) | ||||||||||||
3 | 1.1597 | 0.0077 | 9.2 | 1.1494 | 0.0055 | 8.4 | 1.2663 | 0.0148 | 16.9 | 1.2561 | 0.0139 | 16.2 |
4 | 1313 | 0040 | 7.0 | 1298 | 0037 | 6.8 | 1517 | 0066 | 8.6 | 1421 | 0053 | 7.8 |
5 | 1572 | 0049 | 9.0 | 1594 | 0050 | 9.2 | 1198 | 0034 | 6.0 | 1185 | 0034 | 5.9 |
6 | 2082 | 0069 | 12.9 | 2145 | 0071 | 13.3 | 1273 | 0037 | 6.6 | 1289 | 0037 | 6.8 |
7 | 2745 | 0094 | 17.4 | 2848 | 0097 | 18.1 | 1522 | 0047 | 8.6 | 1578 | 0050 | 9.1 |
8 | 3532 | 0122 | 22.2 | 3721 | 0127 | 23.2 | 1905 | 0062 | 11.6 | 2019 | 0067 | 12.4 |
9 | 4439 | 0151 | 27.1 | 4690 | 0159 | 28.3 | 2431 | 0081 | 15.3 | 2700 | 0092 | 17.1 |
Slash (optimal — 5.2666) | ||||||||||||
3 | 6.2724 | 0.2046 | 16.0 | 6.4046 | 0.2284 | 17.8 | 5.6057 | 0.1410 | 6.1 | 6.7146 | 0.1541 | 7.8 |
4 | 7.5085 | 3189 | 29.9 | 8.1706 | 0.4386 | 35.5 | 6.2212 | 1976 | 15.3 | 6.4293 | 0.2137 | 18.1 |
5 | 8.8490 | 4364 | 40.5 | 10.255 | 0.6849 | 48.6 | 7.3065 | 2822 | 27.9 | 8.3053 | 0.4552 | 36.6 |
6 | 10.157 | 5377 | 48.1 | 12.260 | 0.8502 | 57.0 | 8.6312 | 4237 | 39.0 | 10.434 | 0.6585 | 49.5 |
7 | 11.453 | 6307 | 54.0 | 13.964 | 1.0004 | 62.3 | 10.116 | 5670 | 47.9 | 12.580 | 0.8205 | 58.1 |
8 | 12.733 | 7235 | 58.6 | 15.762 | 1.1107 | 66.6 | 11.832 | 7166 | 55.4 | 15.324 | 1.0068 | 65.7 |
9 | 13.996 | 8083 | 62.3 | 17.100 | 1.1866 | 69.2 | 13.442 | 8405 | 60.8 | 18.235 | 1.1790 | 71.1 |