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Bayesian Networks: With Examples in R

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Bayesian Networks: With Examples in R - Scutari, Marco, and Denis, Jean-Baptiste
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Suitable for graduate students and non-statisticians, this text introduces Bayesian networks using a hands-on approach with simple yet meaningful examples in R illustrating each step of the modeling process. The book explains the whole process of Bayesian network modeling, from structure learning to parameter learning to inference. It also gives a concise but rigorous treatment of the fundamentals of Bayesian networks, offers an introduction to causal Bayesian networks, and evaluates real-world examples involving causal ...

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Bayesian Networks: With Examples in R 2021, CRC Press, Oxford

ISBN-13: 9780367366513

2nd edition

Hardcover

Bayesian Networks: With Examples in R 2014, CRC Press, Oxford

ISBN-13: 9781482225587

Hardcover