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Table 3 Measures of goodness-of-fit for geographically weighted regression (GWR) models (fixed and adaptive models)

From: Examining the diffusion of coronavirus disease 2019 cases in a metropolis: a space syntax approach

Criterion OLS GWR
Model – (a) (b) (c) (d)
Bandwidth – Fixed (10,205 ma) 100 neighbors 150 neighbors 200 neighbors
R2 0.441 0.493 0.588 0.555 0.536
Adjusted R2 0.439 0.477 0.523 0.511 0.501
AICcb 8195 8129 8103 8097 8101
z-score of residualsc 5.877 2.316 1.933 − 1.285 − 0.255
  1. aThe automatically selected value that minimizes the Akaike information criterion (AICc)
  2. bAICc refers to the corrected Akaike information criterion
  3. cz-score of residuals (significantly dispersed: < − 1.96; random: − 1.96 to 1.96; significantly clustered: > 1.96)
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International Journal of Health Geographics

ISSN: 1476-072X