| Model description | ||||||||||||
|
| Y | No. of variables | No. of observations | Degrees of freedom | ||||||||
| LUNG | 3 | 2931 | 2929 | |||||||||
| Model fit | ||||||||||||
|
| R2 | Log likelihood |
| AIC | ||||||||
| 0.5650 | −10819.3 |
| 21644.6 | |||||||||
| Model estimation | ||||||||||||
|
| Variable | Coefficient | Std. Error | Z-Value | p | |||||||
| ρ | 0.7261 | 0.0156 | 46.423 | 0.0000 | ||||||||
| CONSTANT | 11.1278 | 0.8629 | 12.895 | 0.0000 | ||||||||
| PM25 | 0.5319 | 0.0691 | 7.701 | 0.0004 | ||||||||
| Diagnostic tests | ||||||||||||
|
| Tests | DF | Value | p | ||||||||
| Heteroskedasticity | Breusch-Pagan | 1 | 3.888 | 0.0486 | ||||||||
| Spatial dependence | Likelihood Ratio | 1 | 1603.998 | 0.0000 | ||||||||