Table 2 Geostatistical variables selection results
Variable selection 1 | Variable selection 2 | |||
|---|---|---|---|---|
Predictors | Median probability model | Predictor posterior inclusion probability | Median probability model | Predictor posterior inclusion probability |
Age | 0 | 2.4 % | 0 | 1.6 % |
Gender | 0 | 27.6 % | 0 | 24 % |
Altitude | ||||
Linear | 0 | 1.6 % | 0 | 1.5 % |
Categorical | 0 | 4.2 % | 0 | 2.4 % |
Distance to freshwater bodies | ||||
Linear | 0 | 0.9 % | 0 | 0.6 % |
Categorical | 0 | 5.9 % | 0 | 2.4 % |
Rainfall | ||||
Linear | 0 | 2.2 % | 0 | 2.3 % |
Categorical | 0 | 25.0 % | 0 | 14.8 % |
Rainfall coefficient of variation | ||||
Linear | 0 | 1.9 % | 0 | 2.1 % |
Categorical | 0 | 9.8 % | 0 | 20.6 % |
Normalized difference vegetation index | ||||
Linear | 0 | 1.2 % | 0 | 0.5 % |
Categorical | 0 | 4.1 % | 0 | 4.0 % |
Night land surface temperature | ||||
Linear | 0 | 2.8 % | 0 | 1.0 % |
Categorical | 0 | 9.0 % | 0 | 1.5 % |
Day land surface temperature | ||||
Linear | 0 | 1.3 % | 0 | 0.9 % |
Categorical | 0 | 1.7 % | 0 | 3.0 % |
Land cover | × | 51.1 % | 0 | 19.1 % |
Bed net ownership | 0 | 2.1 % | ||
Fumigating coil | 0 | 13.4 % | ||
Insecticide spray | 0 | 15.5 % | ||
Smoke by burning leaves | 0 | 3.3 % | ||
Children sleeping under a net | 0 | 1.1 % | ||
Children slept under a net last night | 0 | 1.8 % | ||
Malaria treatment | 0 | 3.5 % | ||
Distance to nearest health facility | 0 | 3.3 % | ||
Socioeconomic status | × | 100 % | ||