Sm. Butler, THE EARLY AND FINAL-STATES OF AN EPIDEMIC IN A LARGE HETEROGENEOUS POPULATION WITH A SMALL INITIAL NUMBER OF INFECTIVES, Advances in Applied Probability, 26(3), 1994, pp. 671-689
This paper describes the early and final properties of a general S-I-R
epidemic process in which the infectives behave independently, each i
nfective has a random number of contacts with the others in the popula
tion, and individuals vary in their susceptibility to infection. For t
he case of a large initial number of susceptibles and a small (finite)
initial number of infectives, we derive the threshold behavior and th
e limiting distribution for the final state of the epidemic. Also, we
show strong convergence of the epidemic process over any finite time i
nterval to a birth and death process, extending the results of Ball (1
983). These complement some results due to Butler (1994), who consider
s the case of a large initial number of infectives.