Dependent variable | Models | |||
OLS | SLM | SEM | SDM | |
(Intercept) | 1.715 (0.513)*** | −1.082 (0.576)*** | 1.608 (0.619)*** | 0.348 (0.886) |
Bus stops | 0.177 (0.033)*** | 0.167 (0.031)*** | 0.162 (0.031)*** | 0.159 (0.031)*** |
Hospitals | 0.193 (0.093)** | 0.156 (0.088)* | 0.175 (0.086)** | 0.199 (0.087)** |
Hotels | −0.188 (0.069)*** | −0.174 (0.065)*** | −0.128 (0.070)* | −0.107 (0.072) |
Pharmacies | 0.776 (0.179)*** | 0.803 (0.169)*** | 0.704 (0.173)*** | 0.659 (0.176)*** |
Restaurants | 0.088 (0.026)*** | 0.077 (0.025)*** | 0.095 (0.026)*** | 0.095 (0.026)*** |
Office buildings | 0.271 (0.093)*** | 0.245 (0.088)*** | 0.295 (0.091)*** | 0.308 (0.093)*** |
Number of observations | 686 | 686 | 686 | 686 |
Spatial lag coefficient (ρ) | - | 0.374 | - | 0.423 |
Spatial error coefficient (λ) | - | - | 0.433 | - |
Moran’s I residuals | 0.212*** | 0.016 | −0.019 | −0.018 |
Moran’s Std. Deviate | 10.035 | 0.890 | −0.827 | −0.759 |
Log likelihood | −2344.674 | −2315.373 | −2310.678 | −2307.939 |
AIC | 4705.348 | 4648.746 | 4639.355 | 4645.877 |