In order to develop stochastic models for the processes of carcinogenesis, I proceed in this chapter to develop some useful mathematical tools and present some stochastic processes which are useful in modeling processes of carcinogenesis. The results in this chapter will be used in later chapters to develop stochastic models of carcinogenesis under various biological conditions.