Table 1.
Variables | OLS | Spatial Lag Model | Spatial Error Model | |||
---|---|---|---|---|---|---|
Coefficient | p-Value | Coefficient | p-Value | Coefficient | p-Value | |
Residential Area | 0.23 | 0.002 | 0.09 | 0.03 | 0.08 | 0.04 |
Recreation Area | 0.12 | 0.55 | −0.12 | 0.31 | −0.11 | 0.28 |
Business Area | 1.19 | <0.001 | 0.25 | 0.12 | 0.14 | 0.45 |
Agriculture | −0.31 | 0.02 | −0.05 | 0.55 | −0.04 | 0.67 |
Wetland | −0.29 | 0.35 | −0.41 | 0.02 | −0.54 | 0.001 |
Water | −0.04 | 0.87 | −0.12 | 0.48 | −0.19 | 0.34 |
Moran’s I test | 16.04 | <0.001 | - | - | - | - |
AIC | 2287 | 2049.06 | 2051.33 | |||
Adj R-squared | 0.21 | 0.74 | 0.73 |
OLS: ordinary least squares; AIC: Akaike information criterion; Adj R-squared: adjusted R-squared.