From: Implied volatility estimation of bitcoin options and the stylized facts of option pricing
DTM | Data set I | Data set II | ||||||
---|---|---|---|---|---|---|---|---|
Newton Raphson | Bisection | Newton Raphson | Bisection | |||||
RMSE | MCC | RMSE | MCC | RMSE | MCC | RMSE | MCC | |
14 | 0.001 | 3.25 | 0.099 | 28.88 | 0.001 | 3.67 | 0.001 | 20.25 |
13 | 0.001 | 3.78 | 0.003 | 27.44 | 0.001 | 3.77 | 0.001 | 20.00 |
12 | 0.001 | 3.89 | 0.001 | 19.88 | 0.001 | 4.00 | 0.002 | 20.07 |
11 | 0.001 | 3.56 | 0.002 | 19.44 | 0.001 | 4.42 | 0.001 | 20.32 |
10 | 0.001 | 3.78 | 0.001 | 18.89 | 0.001 | 4.63 | 0.003 | 19.68 |
9 | 0.001 | 4.00 | 0.001 | 18.89 | 0.001 | 4.74 | 0.012 | 23.89 |
8 | 0.001 | 3.91 | 0.189 | 27.27 | 0.001 | 5.00 | 0.029 | 23.84 |
7 | 0.001 | 4.31 | 0.001 | 19.88 | 0.001 | 5.21 | 0.079 | 22.32 |
6 | 0.001 | 4.38 | 0.001 | 19.88 | 0.001 | 5.09 | 0.001 | 20.12 |
5 | 0.001 | 4.44 | 0.002 | 24.00 | 0.002 | 5.09 | 0.159 | 21.68 |
4 | 0.523 | 4.67 | 0.639 | 39.13 | 0.216 | 5.15 | 0.414 | 26.00 |
3 | 0.540 | 10.31 | 0.578 | 24.00 | 0.001 | 5.24 | 0.099 | 21.79 |
2 | 0.446 | 4.56 | 1.176 | 34.25 | 0.001 | 5.68 | 0.099 | 21.56 |