Here is the rate equation:

* \$$S' = - \beta S I\$$
* \$$I' = \beta S I\$$

Assuming a constant population size \$$S + I = P\$$, we can substitute to get a differential equation in one variable:

* \$$I' = \beta I (P - I)\$$

This an instance of the **logistic equation**.