Table 7 Model regression results.
From: Measurement of spatial heterogeneity in street restorative perceptions and street refinement design
Variables | OLS coefficients | GWR coefficients | MGWR coefficients | ||
|---|---|---|---|---|---|
Mean | Mean | Min, Max | Mean | Min, Max | |
Intercept | 0.460* | −0.130 | (−46.825,0.860) | −0.131 | (−0.518,0.25) |
Road | 4.498* | 0.317 | (−0.168,1.01) | 0.318 | (−0.469,1.727) |
Sky | 0.570* | 0.079 | (−0.656,0.691) | 0.108 | (−0.179,0.567) |
Tree | 5.027* | 0.499 | (−0.775,1.165) | 0.480 | (−0.399,1.406) |
Sidewalk | 2.985* | 0.145 | (−0.373,0.811) | 0.146 | (−0.264,0.534) |
Wall | −0.522* | −0.289 | (−2.185,0.575) | −0.198 | (−0.637,0.048) |
Ceiling | 0.680* | 0.099 | (−181.884,3.858) | 0.077 | (−0.007,0.135) |
Plant | 0.057 | 0.005 | (−0.751,0.552) | 0.006 | (−0.486,0.261) |
R2 | 0.378 | 0.566 | 0.615 | ||
AIC | 12,171.752 | 9099.070 | 8913.321 | ||
