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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)