Mathematical models of epidemics are crucial tools for preventing and controlling outbreaks of infectious diseases, such as the novel coronavirus currently ravaging the world. In such models, it is important to be able to describe the effects of ‘super spreaders’, infected individuals who go on to infect unusually many other people.