In a comment to my recent MO question Robert Israel wrote: "Mathematical models of epidemics are well-established. Of course we'd like to know the parameters (and to what extent something can be done about them)."
I would be very thankful for explanation of the basic standard mathematical models of epidemics and what are the crucial parameters. Of course, references and link could be useful, but an answer with the actual descriptions of the models will be most helpful.