CRP and infection: Unlike the infection definitions using parasitaemia, however, the plot of the spatial random effect for CRP only (Fig. 4b) was similar to that of the predicted odds (Fig. 4a), further supporting the observation that the covariates included in this final model did not explain a large amount of spatial variation in non-malaria infection.