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Table 3 ANOVA comparison between GWR and OLS models

From: Spatiotemporal impacts of human activities and socio-demographics during the COVID-19 outbreak in the US

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