| Test | MI/DF | Value | Prob |
| Moran’s I (error) | 0.128670 | 3.3520293 | 0.0008023 |
| Lagrange multiplier (lag) | 1 | 14.056404 | 0.0001774 |
| Robust LM (lag) | 1 | 9.8452994 | 0.0017027 |
| Lagrange multiplier (error) | 1 | 4.2297725 | 0.0397208 |
| Robust LM (error) | 1 | 0.0186675 | 0.8913241 |