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Table 6 Assessment of the stationarity of the local Geographically Weighted Regression (GWR) Model coefficients

From: Socioeconomic determinants of geographic disparities in campylobacteriosis risk: a comparison of global and local modeling approaches

Model 1:

Global Poisson GWR1 SE2

Global Poisson GWR1 2xSE2

Local Poisson GWR1 IQR3

Is Regression Coefficient Non-Stationary?

Black Race

0.001

0.002

0.015

Yes

No diploma

0.003

0.006

0.028

Yes

Unemployed

0.009

0.018

0.068

Yes

Urban

0.046

0.092

0.469

Yes

Model 2:

    

Black Race

0.001

0.002

0.016

Yes

No diploma

0.003

0.006

0.015

Yes

Unemployed

0.009

0.018

0.067

Yes

Divorced

0.005

0.010

0.033

Yes

  1. 1 Geographically Weighted Regression.
  2. 2 Standard error of the global GWR model.
  3. 3 Interquartile local coefficient estimate range.