Discovery of a missing disease spreader

► A perturbation theory quantifies the impact of a missing disease spreader. ► Two statistical discriminators are developed to detect the signal from the spreader. ► The disturbance from China was found in the dataset on the SARS outbreak. ► The signals found in the dataset on the flu pandemic originate in local anomalies.