Table 4.
AIC, BIC, and MSEP values for different models for both genders based on the training data set
| |
Male donors |
Female donors |
||||
|---|---|---|---|---|---|---|
| Model | AIC | BIC | MSPE | AIC | BIC | MSPE |
| Linear Regression |
37087.8 |
37127.2 |
4.14 |
35968.9 |
36008.6 |
2.29 |
| Mixed Effects |
30524.3 |
30571.6 |
2.90 |
30058.0 |
30113.6 |
1.75 |
| AR(1) |
32051.0 |
32098.3 |
3.07 |
31559.1 |
31606.7 |
1.81 |
| AR(2) |
30936.4 |
30991.6 |
2.85 |
30664.7 |
30720.3 |
1.73 |
| AR(3) |
30471.9 |
30535.0 |
2.78 |
30375.1 |
30438.7 |
1.71 |
| AR(4) |
30342.5 |
30413.4 |
2.78 |
30341.7 |
30413.2 |
1.72 |
| AR(5) | 30321.4 | 30400.2 | 2.79 | 30325.1 | 30404.5 | 1.72 |
Note: Lower values of AIC, BIC, and MSEP indicate better model fit.