Table 4 Comparison of Spatial econometric models for accessibility Analysis.
Variable | Coefficient | Std.Error | z-value | Probability | |
|---|---|---|---|---|---|
SEM | CONSTANT | 235.714 | 24.080 | 9.789 | 0 |
DEM | 0.051 | 0.007 | 7.806 | 0 | |
Slope | 0.365 | 0.206 | 1.772 | 0.076 | |
Road | 0.175 | 0.052 | 3.390 | 0.001 | |
Water | − 0.114 | 0.033 | − 3.418 | 0.001 | |
LAMBDA | 0.967 | 0.011 | 85.102 | 0 | |
R2 | 0.947 | AIC | 3311.82 | ||
Log likelihood | − 1650.912 | Schwarz criterion | 3331.6 | ||
SLM | W_data | 0.937 | 0.013 | 69.895 | 0 |
CONSTANT | 20.541 | 7.057 | 2.911 | 0.004 | |
DEM | 0.032 | 0.006 | 5.245 | 0 | |
Slope | 0.421 | 0.229 | 1.837 | 0.066 | |
Road | 0.146 | 0.046 | 3.151 | 0.002 | |
Water | − 0.095 | 0.030 | − 3.194 | 0.001 | |
R2 | 0.942 | AIC | 3337.450 | ||
Log likelihood | − 1662.720 | Schwarz criterion | 3361.180 | ||
GWR | R2 | 0.969 | AIC | 2208.357 | |
Log likelihood | − 1631.720 | Schwarz criterion | 3302.430 |
