Table 4 Adjusted R square, AIC, Moran's I of regression residuals of the regression models that predict the distribution of adult mosquitoes.
From: A study of the distribution and abundance of the adult malaria vector in western Kenya highlands
Spatial Lag Distance | Spatial Lag Binary | Ordinary Regression | ||||||
|---|---|---|---|---|---|---|---|---|
R2 = 0.66 | R2 = 0.74 | R2 = 0.62 | ||||||
AIC = 167 | AIC = 111 | AIC = 180 | ||||||
Morans' I = 0.17 | Morans' I = 0.06 | Morans' I = 0.66 | ||||||
Variable | Coefficient | P | Variable | Coefficient | P | Variable | Coefficient | P |
Wetness | -1.70E-02 | 0.09 | X | X | X | Wetness | -2.00E-02 | 0.01 |
Dist to High | -3.40E-04 | 0.00 | Dist to High | -2.60E-04 | 0.00 | Dist to High | -3.70E-04 | 0.00 |
X | X | X | X | X | X | Elevation | -4.70E-03 | 0.03 |
Constant | 29.03 | 0.00 | Constant | 0.83 | 0.00 | Constant | 8.37 | 0.00 |
Lag | 0.61 | 0.00 | Lag | 0.45 | 0.00 | X | X | X |