Bayesian Networks: With Examples in R

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Author(s): Denis, Jean-Baptiste; Scutari, Marco
Series: Texts in statistical science
Publisher: CRC Press : Taylor & Francis Group
Year: 2014

Language: English
Pages: 241
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;

Content: Introduction. The Discrete Case: Multinomial Bayesian Networks. The Continuous Case: Gaussian Bayesian Networks. More Complex Cases. Theory and Algorithms for Bayesian Networks. Real-World Applications of Bayesian Networks. Appendices. Bibliography