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Table 2 Parameter estimation results for observed 2003 WNV death percentages.

From: A comparison of six analytical disease mapping techniques as applied to West Nile Virus in the coterminous United States

  Gaussian SAR Gaussian spatial filter binomial spatial filter
Statistic estimate se estimate se estimate se
Spatial autocorrelation 0.08 0.101 1 (spatial filter MC = 0.243) 0.144 1 (spatial filter MC = 0.359) 0.090
intercept -3.16 0.164 -3.15 0.105 -3.11 0.078
I0 2.32 0.629 2.32 0.419 -18.21 25149
approximate dfs 45 39 40
Residual P(S-W) 0.029 0.212 0.522
Residual MC 0.0433 -0.0431 (z = -0.2) -0.0927
Residual GR 1.0295 0.9720 0.9782
deviance 6.1357 4.2542 1.0198
pseudo-R2 0.425 0.643 0.292
predicted-observed regression slope 1.05 0.76 0.69
HGLM  
  proper CAR spatial filter
Statistic estimate se estimate se
spatial autocorrelation 0.09 0.104 0.999 (spatial filter MC = 0.359) 0.094
intercept - 3.25 0.187 -3.12 0.072
I0 -80.11 57 -78.86 60
approximate dfs 26 40
residual P(S-W) 0.018 0.001
residual MC 0.0119 0.0350
residual GR 0.7141 0.7494
deviance 0.4089 1.1660
pseudo-R2 0.697 0.442
predicted-observed regression slope 1.82 0.97