Predictors of malaria incidence - Malaria incidence by season. Predictors of malaria incidence visualized using a generalized additive regression model with smoothing splines. The model included season, calendar date, and age. Standard errors are indicated by shaded areas and were generated by bootstrapping with 1,000 replicates. Absolute incidence values for each of the three variables were calculated using median values for the other two variables.