A stochastic model for a screening program is presented in which the natural history of the disease is assumed to progress through a set of stages before detection. A model of the whole process is developed to address the interaction of the disease process and screening process. The purpose of the model is to develop insight into the disease process and derive policies which are optimal relative to the particular objectives chosen.