The following link talks about probability theory for games design:

James Ernest explains the basics of probability theory as it applies to game design, using examples from casino games and tabletop games. This article is a preview of James Ernest’s design lecture at Gen Con 2014, “Probability for Game Designers: Basic Math.”

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