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Computational mathematics for understanding odds and other playing percentages

Statistics is a branch of mathematics for computing odds. As poker is as much a game of understanding the odds for a hand and the Return on Investment for bets as it is a game of chance; having an understanding of the underlying statistics is commonly used in the sport. Questions with this tag will emphasize understanding these mathematical solutions.