For many years compartmental models have provided useful insights into the
spread of epidemics. Such models are usually fairly easy to set up, but eve
n the simpler models have the disadvantage that they are intractable to ana
lytic solution. In this paper we examine models of the HIV/AIDS epidemic, a
nd show that the equations may be linearized in a piecewise manner over tim
e, thus allowing analytic solutions to be obtained. Indications of the usef
ulness of this approach are provided. In particular, an analytic solution g
ives insight into the mechanism of the epidemic, together with a clearer pi
cture of the sensitivity of results to changes in parameter values. Further
, the processes of parameter estimation and the methodology of back-calcula
tion also benefit from the provision of functional forms for the state vari
ables.