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Table 4 Comparison of Poisson regression results using nonspatial GLMM and spatial GLMMs with neighbourhood based or distance based autocorrelation structure

From: A poisson regression approach for modelling spatial autocorrelation between geographically referenced observations

 

Nonspatial GLMM

Neighbourhood-based GLMM

Distance-based GLMM

Factor

RR

SE*

95% CI

P-value

RR

SE*

95% CI

P-value

RR

SE*

95% CI

P-value

   

lower

upper

   

lower

upper

   

lower

upper

 

Literacy

1.00

0.11

0.90

1.11

0.99

0.88

0.21

0.58

1.33

0.21

0.93

0.25

0.57

1.52

0.39

Income

0.83

0.22

0.67

1.03

0.20

0.67

0.29

0.50

0.89

0.04

0.74

0.23

0.59

0.93

0.06

Urbanisation

0.78

0.19

0.65

0.94

0.08

0.55

0.35

0.39

0.77

0.05

0.70

0.22

0.56

0.87

0.05

  1. * Standard error of RR