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This popular textbook, now in a revised and expanded third edition, presents a comprehensive course in modern probability theory. This third edition has been carefully extended and includes new features, such as concise summaries at the end of each section and additional questions to encourage self-reflection, as well as updates to the figures and computer simulations.