Pr (D 1~d )~ p p 1 p p 2 p p 3 ::: p p d{1 p d where p d denotes the probability that the epidemic is initiated on day d , and p p d~1 {p d denotes the probability that the epidemic is not initiated on day d (see Supporting Information for calculation of p d ).