Table 5: Measure of goodness of fit and model selection criteria.
Model |
R Squared |
-Log Likelihood |
AIC |
BIC |
K-S Stat |
K-S P-value |
Linear |
0.8963 |
1559.52 |
3125.04 |
3133.91 |
0.1690 |
0.0346 |
Quadratic |
0.8984 |
1558.07 |
3124.14 |
3135.966 |
0.1761 |
0.0245 |
Cubic 1 |
0.9232 |
1538.16 |
3086.32 |
3101.099 |
0.1338 |
0.1573 |
Cubic 2 |
0.9680 |
1538.46 |
3084.93 |
3096.748 |
0.1690 |
0.0346 |