A treatment of probability theory as a basic discipline is offered in this text. Addressed primarily to engineering students, the book is basic enough to be of interest to all those in applied science and rigorous enough to serve as a text in courses offered by departments of mathematics. It is the first text to bridge adequately the gap from elementary probability theory to sophisticated concepts underlying the theory of stochastic processes.