  We consider the SIR model and study the first time the number of infected
individuals begins to decrease and the first time this population is below a
given threshold. We interpret these times as functions of the initial
susceptible and infected populations and characterize them as solutions of a
certain partial differential equation. This allows us to obtain integral
representations of these times and in turn to estimate them precisely for large
populations.
