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Preliminaries. The Poisson Process. Renewal Theory. Markov Chains. Continuous-Time Markov Chains. Martingales. Random Walks. Brownian Motion and Other Markov Processes. Stochastic Order Relations. Poisson Approximations. Answers and Solutions to Selected Problems. Index.