Table 3.
ANOVA comparison between GWR and OLS models
| Source of variance | RSS | DF | MS | F-test | P-value |
|---|---|---|---|---|---|
| OLS residuals | 3205 | 15 | 2136.7 | ||
| GWR-basic residual | 18988 | 15856 | 1.2 | 1784 | *** |
| M-GTWR residual | 18484 | 15949 | 1.2 | 1844 | *** |
| GTWR-basic residual | 6168 | 1456 | 4.2 | 504 | *** |
| M-GTWR residual | 2869 | 12025 | 0.2 | 8956 | *** |
| GWR-basic/OLS improvement | 13063 | 1423 | 9.2 | ||
| M-GTWR/OLS improvement | 13567 | 1329 | 10.2 | ||
| GTWR-basic/OLS improvement | 25883 | 1306 | 19.8 | ||
| M-GTWR/OLS improvement | 29182 | 5253 | 5.6 | ||
| M-GTWR/GWR-basic improvement | 16119 | 3830 | 4.2 | ||
| M-GTWR/M-GWR improvement | 15615 | 3924 | 4.0 | ||
| M-GTWR/GTWR-basic improvement | 3299 | 3947 | 0.8 |