Sampling for disease absence-deriving informed monitoring from epidemic traits.

•We show what incidence/prevalence a disease can have when all monitoring rounds return only negative samples.•Samples repeated in time are properly accounted for using a simple epidemic model.•An approximation of the sampling model is provided for practical use.•It is exemplified deriving appropriate monitoring programs for 3 epidemics.