Table 2.
Biweight variances and deficiencies: n = 10.
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 | 1.1250 | 0.0109 | 11.1 | 1.1083 | 0.0115 | 9.8 | 1.1937 | 0.0146 | 16.2 | 1.1930 | 0.0156 | 16.2 |
4 | .0578 | 0075 | 5.5 | 0469 | 0069 | 4.5 | 0961 | 0099 | 8.8 | 0800 | 0083 | 7.4 |
5 | 0319 | 0056 | 3.1 | 0236 | 0051 | 2.3 | 0479 | 0068 | 4.6 | 0335 | 0048 | 3.2 |
6 | 0198 | 0043 | 1.9 | 0133 | 0035 | 1.3 | 0259 | 0048 | 2.5 | 0145 | 0032 | 1.4 |
7 | 0126 | 0031 | 1.2 | 0074 | 0026 | 0.7 | 0145 | 0034 | 1.4 | 0056 | 0013 | 0.6 |
8 | 0084 | 0024 | 0.8 | 0039 | 0017 | 0.4 | 0078 | 0023 | 0.8 | 0037 | 0013 | 0.4 |
9 | 0059 | 0019 | 0.6 | 0029 | 0019 | 0.3 | 0042 | 0015 | 0.4 | 0027 | 0013 | 0.3 |
One-Wild (optimal = 1.1111) | ||||||||||||
3 | 1.2785 | 0.0116 | 13.1 | 1.2781 | 0.0114 | 13.1 | 1.3414 | 0.0161 | 17.2 | 1.3413 | 0.0168 | 17.2 |
4 | 1.2946 | 0109 | 14.1 | 1.3105 | 0117 | 15.2 | 2709 | 0112 | 12.6 | 1.2630 | 0105 | 12.0 |
5 | 1.3714 | 0137 | 19.0 | 1.4125 | 0159 | 21.3 | 2775 | 0104 | 13.0 | 1.2828 | 0102 | 13.4 |
6 | 1.4990 | 0189 | 25.9 | 1.5948 | 0246 | 30.3 | 3257 | 0115 | 16.2 | 1.3794 | 0141 | 19.4 |
7 | 1.6793 | 0253 | 33.8 | 1.8333 | 0332 | 39.4 | 4196 | 0163 | 21.7 | 1.5757 | 0242 | 29.5 |
8 | 1.9034 | 0331 | 41.6 | 2.1332 | 0445 | 47.9 | 5621 | 0223 | 28.9 | 1.9037 | 0397 | 41.6 |
9 | 2.1590 | 0420 | 48.5 | 2.4703 | 0580 | 55.0 | 7562 | 0301 | 36.1 | 2.3703 | 0591 | 53.1 |
Slash (optimal = 5.9843) | ||||||||||||
3 | 7.0895 | 0.2795 | 15.6 | 7.4991 | 0.3348 | 20.2 | 6.4815 | 0.2422 | 7.7 | 6.5367 | 0.2465 | 8.5 |
4 | 7.9896 | 3382 | 25.1 | 8.6854 | 0.4129 | 31.1 | 7.1538 | .2796 | 16.3 | 7.6037 | 0.3339 | 21.3 |
5 | 8.9977 | 4355 | 33.5 | 10.819 | 0.9005 | 44.7 | 8.0679 | 3586 | 25.8 | 9.2930 | 0.7666 | 35.6 |
6 | 10.261 | 5815 | 41.7 | 14.567 | 1.4310 | 58.9 | 8.9836 | 4739 | 33.4 | 11.167 | 0.8863 | 46.4 |
7 | 11.487 | 7135 | 47.9 | 25.156 | 8.6783 | 76.2 | 10.555 | 7319 | 43.3 | 22.739 | 7.8504 | 73.7 |
8 | 12.692 | 8214 | 52.8 | 28.036 | 9.0950 | 78.6 | 11.705 | 5120 | 51.6 | 28.258 | 8.5066 | 78.8 |
9 | 13.999 | 9294 | 57.3 | 33.752 | 9.4908 | 82.3 | 12.908 | 6051 | 58.4 | 31.727 | 8.9310 | 81.1 |