Table 2.
Comparison between different models.
| Morning: 07:00 to 12:00 |
Afternoon: 13:00 to 18:00 |
Evening: 19:00 to 21:00 |
Night: 22:00 to 24:00 |
||||||
|---|---|---|---|---|---|---|---|---|---|
| Weekday | Weekend | Weekday | Weekend | Weekday | Weekend | Weekday | Weekend | ||
| LM-lag | 1342.1 *** | 1276.6 *** | 1421.3 *** | 1392.3 *** | 1388.6 *** | 1346 *** | 1267.2 *** | 1225.3 *** | |
| Robust LM-lag | 286.2 *** | 280.51 *** | 269.97 *** | 268.15 *** | 276.19 *** | 270.68 *** | 273.68 *** | 269.23 *** | |
| LM-error | 1145.7 *** | 1074.6 *** | 1247 *** | 1209.6 *** | 1196.5 *** | 1150.1 *** | 1071.1 *** | 1026 *** | |
| Robust LM-error | 89.79 *** | 78.514 *** | 95.697 *** | 85.456 *** | 84.046 *** | 74.71 *** | 77.571 *** | 69.966 *** | |
| Wald spatial lag | 1762.9 *** | 1692.2 *** | 1820.3 *** | 1803.6 *** | 1794.8 *** | 1732.5 *** | 1656.5 *** | 1606.4 *** | |
| Wald spatial error | 2877.8 *** | 2721.9 *** | 2877.5 *** | 2831.8 *** | 2807.9 *** | 2673 *** | 2632.4 *** | 2526 *** | |
| LR spatial lag | 1070.4 *** | 1025.3 *** | 1100.4 *** | 1081.8 *** | 1081.1 *** | 1047.2 *** | 1011.8 *** | 981.44 *** | |
| LR spatial error | 997.15 *** | 948.06 *** | 1035.5 *** | 1013.4 *** | 1006.3 *** | 970.11 *** | 936.48 *** | 903.6 *** | |
| R2 | OLS | 0.5256 | 0.5251 | 0.4974 | 0.4922 | 0.4982 | 0.4928 | 0.5207 | 0.5185 |
| SLM | 0.7550 | 0.7484 | 0.7454 | 0.7404 | 0.7431 | 0.7355 | 0.7441 | 0.7386 | |
| SEM | 0.7588 | 0.7515 | 0.7496 | 0.7438 | 0.7458 | 0.7374 | 0.7472 | 0.7410 | |
| SDM | 0.7664 | 0.7598 | 0.7558 | 0.7503 | 0.7528 | 0.7449 | 0.7557 | 0.7496 | |
| AIC | OLS | −8769.5 | −8679.4 | −8841.7 | −8835.6 | −8738.5 | −8696.7 | −8531.8 | −8491.7 |
| SLM | −9837.9 | −9702.7 | −9940.1 | −9915.4 | −9817.6 | −9741.9 | −9541.6 | −9471.1 | |
| SEM | −9764.6 | −9625.5 | −9875.2 | −9847 | −9742.8 | −9664.8 | −9466.3 | −9393.3 | |
| SDM | −9909.2 | −9775.3 | −9995 | −9967.9 | −9871.4 | −9793.4 | −9614.3 | −9538.7 | |
| Log-likelihood | OLS | 4398.743 | 4353.713 | 4434.858 | 4431.803 | 4383.244 | 4362.346 | 4279.908 | 4259.834 |
| SLM | 4933.926 | 4866.371 | 4985.034 | 4972.691 | 4923.795 | 4885.963 | 4785.787 | 4750.552 | |
| SEM | 4897.319 | 4827.744 | 4952.621 | 4938.503 | 4886.383 | 4847.403 | 4748.147 | 4711.636 | |
| SDM | 4981.591 | 4914.637 | 5024.514 | 5010.960 | 4962.715 | 4923.717 | 4834.130 | 4796.329 | |
Note: *** indicate significance at the 0.1% level.