Method | Quantity |
|
|
|
|
Complete data | Mean | 1.328918 | 1.939003 | 2.729671 | 3.66934 |
Standard deviation | 1.000342 | 1.000168 | 0.9997156 | 1.000435 | |
%RB | 0.0 | 0.0 | 0.0 | 0.0 | |
MSE | 1.001018 | 1.000666 | 0.9997697 | 1.001196 | |
SD bootstrap | 0.6667591 | 0.6666357 | 0.6666357 | 0.6675065 | |
Local Linear Regression | Mean |
| 1.938469 | 2.729698 | 3.669843 |
Standard deviation |
| 0.9948414 | 0.9926485 | 0.9932463 | |
%RB |
| 0.0003101247 | 0.004607907 | 0.003463886 | |
MSE |
| 0.9900532 | 0.9857052 | 0.9868784 | |
SD bootstrap |
| 0.6606914 | 0.6600272 | 0.6597972 | |
Nadaraya-Watson | Mean |
| 1.938513 | 2.688752 | 3.658198 |
Standard deviation |
| 0.9804571 | 0.995685 | 0.9812671 | |
%RB |
| 0.002618051 | −1.49819 | −0.3079823 | |
MSE |
| 0.9616402 | 0.9934076 | 0.963356 | |
SD bootstrap |
| 0.9807754 | 0.9967448 | 0.9815455 | |
Simple linear regression | Mean |
| 1.939073 | 2.729775 | 3.669467 |
Standard deviation |
| 0.9952188 | 0.9928367 | 0.9926948 | |
%RB |
| 0.003486382 | 0.003859931 | 0.003474327 | |
MSE |
| 0.9908072 | 0.9860761 | 0.9857896 | |
SD bootstrap |
| 0.9952162 | 0.9938139 | 0.993223 |