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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