Method | Quantity |
|
|
|
|
Complete data | Mean | 1.330963 | 1.94061 | 2.731046 | 3.671122 |
Standard deviation | 1.000228 | 0.9999145 | 0.9998701 | 1.000415 | |
%RB | 0.0 | 0.0 | 0.0 | 0.0 | |
MSE | 1.000779 | 1.000138 | 1.000068 | 1.001156 | |
SD bootstrap | 0.6658951 | 0.6659541 | 0.6659541 | 0.6662738 | |
Local Linear Regression | Mean |
| 1.940391 | 2.731393 | 3.671548 |
Standard deviation |
| 0.9950302 | 0.9927199 | 0.9925087 | |
%RB |
| −0.006115805 | 0.001946422 | 0.003121577 | |
MSE |
| 0.9904082 | 0.9858397 | 0.9854251 | |
SD bootstrap |
| 0.6588623 | 0.655473 | 0.658257 | |
Nadaraya-Watson | Mean |
| 1.940298 | 2.689957 | 3.660124 |
Standard deviation |
| 0.9806438 | 0.9958007 | 0.9805938 | |
%RB |
| −0.0109425 | −1.506794 | −0.3052104 | |
MSE |
| 0.9619855 | 0.9936533 | 0.9620454 | |
SD bootstrap |
| 0.9793316 | 0.9938614 | 0.9797415 | |
Simple linear regression | Mean |
| 1.940518 | 2.731128 | 3.671224 |
Standard deviation |
| 0.9948923 | 0.9928891 | 0.9925527 | |
%RB |
| -0.004716414 | 0.002994436 | 0.002771179 | |
MSE |
| 0.9901363 | 0.9861755 | 0.9855044 | |
SD bootstrap |
| 0.9940906 | 0.9909141 | 0.9916702 |