Parameter 1 describes the strength of connection of a susceptible city to all possible infectors. 1 ¼ 0 gives the density-dependent model and 1 ¼ 1 gives the density independent model. By allowing 1 to vary, we allow the model to estimate the degree of density dependence in connectedness between the cities.