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The text emphasizes the modern viewpoint, in which the primary concern is the behavior of sample paths. Topics include probability spaces and random variables, expectations and independence, Bernoulli processes and sums of independent random variables, Poisson processes, Markov chains and processes, and renewal theory.
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