Page "Compartmental models in epidemiology" Paragraph 12

It is important to stress that here we assume that the permanence of each single subject in the epidemic states is a random variable with exponential distribution.

More complex and realistic distributions ( such as Erlang distribution ) can be equally used with few modifications.