► Chapter 21 introduced many of the fundamental mathematical techniques supporting probabilistic reasoning. We begin this chapter by introducing discrete, Boolean, and continuous random variables. In ► Sects. 22.2 and 22.3, we present prior and posterior probabilities and Bayes’ theorem. Finally, in ► Sect. 22.4, we give several examples of the use of Bayes’ theorem. In ► Chaps. 23 and 24 , we introduce several more approaches to probabilistic modeling and reasoning.

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Bayes’ Theorem

  • George F. Luger

摘要

► Chapter 21 introduced many of the fundamental mathematical techniques supporting probabilistic reasoning. We begin this chapter by introducing discrete, Boolean, and continuous random variables. In ► Sects. 22.2 and 22.3, we present prior and posterior probabilities and Bayes’ theorem. Finally, in ► Sect. 22.4, we give several examples of the use of Bayes’ theorem. In ► Chaps. 23 and 24 , we introduce several more approaches to probabilistic modeling and reasoning.