Evolved from the lectures of a recognized pioneer in developing the theory of reliability, this text rigorously covers the required probability background for understanding reliability theory. It shows how certain techniques can be applied to a range of reliability problems. The book explores statistical estimation theory, measures of system effectiveness, general continuous-time Markov chains, and more.