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This book explains the mathematics involved in analyzing games of chance, including casino games, horse racing and other sports, and lotteries. It is also suitable as a textbook for an introductory course on probability. Numerous examples and end-of-chapter exercises illustrate the mathematical ideas in a range of casino games.