Table 1.
Bias (; average of [estimate minus true α]) for tail-index estimators , HI.N, HI.M, HI.Opt, and MHB3 with sample size from
| α | B1 | B2 | B3 | HI.N | HI.M | HI.Opt | MHB3 |
| 0.1 | –5.24 | –3.87 | –3.00 | 10.25 | 135.16 | –0.92 | –5.82 |
| 0.2 | – 11.96 | – 6.88 | – 3.79 | – 9.31 | 73.52 | – 1.73 | – 9.65 |
| 0.3 | –19.43 | –8.55 | –2.38 | –25.60 | 30.89 | –2.05 | –12.03 |
| 0.4 | – 27.72 | – 9.75 | 0.63 | – 32.82 | 4.87 | – 1.54 | – 13.44 |
| 0.5 | –35.03 | –8.91 | 5.96 | –29.40 | –5.30 | 1.42 | –12.56 |
| 0.6 | –43.76 | –10.44 | 9.41 | –24.21 | –8.21 | 6.67 | –10.26 |
| 0.7 | –50.27 | –11.28 | 12.19 | –10.06 | 0.13 | 19.37 | –3.26 |
| 0.8 | –53.49 | –12.55 | 11.48 | 31.58 | 37.82 | 51.80 | 7.30 |
| 0.9 | –50.31 | –13.69 | 5.46 | 204.26 | 208.27 | 153.44 | 5.45 |