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Bayesian Programming - Bessiere, Pierre, and Mazer, Emmanuel, and Ahuactzin, Juan
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A new modeling methodology, new inference algorithms, new programming languages, and new hardware are all needed to create a complete Bayesian computing framework. Focusing on the methodology and algorithms, this book describes the first steps toward reaching that goal. It emphasizes probability as an alternative to Boolean logic, covering new methods to build probabilistic programs for real-world applications. The book encourages readers to explore emerging areas and develop new programming languages and hardware ...

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Bayesian Programming 2023, CRC Press

ISBN-13: 9781032477404

Trade paperback

Bayesian Programming 2013, CRC Press, Oxford

ISBN-13: 9781439880326

Hardcover