Scan statistics are a set of statistical methods used to detect clusters of events in space, time, or space-time. In the context of epidemiology, these methods help identify regions or periods with a higher-than-expected number of disease cases or other health-related events. This can be crucial for identifying potential outbreaks or clusters of chronic diseases.