Title Bayesian networks : with examples in R / Marco Scutari, Jean-Baptiste Denis. [O'Reilly electronic resource]

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Boca Raton, FL : CRC Press, Taylor & Francis Group, [2015]

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Bookmark link: https://library.naperville-lib.org:444/record=b3170937~S1

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Description	1 online resource (xv, 225 pages .)
Series	Chapman & Hall/CRC texts in statistical science series
	Texts in statistical science.
Bibliography	Includes bibliographical references.
Contents	Preface; Chapter 1: The Discrete Case: Multinomial Bayesian Networks; Chapter 2: The Continuous Case: Gaussian Bayesian Networks; Chapter 3: More Complex Cases: Hybrid Bayesian Networks; Chapter 4: Theory and Algorithms for Bayesian Networks; Chapter 5: Software for Bayesian Networks; Chapter 6: Real-World Applications of Bayesian Networks; Appendix A: Graph Theory; Appendix B: Probability Distributions; Appendix C: A Note about Bayesian Networks; Glossary; Solutions; Bibliography.
Summary	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.
Subject	Bayesian statistical decision theory.
	Bayesian statistical decision theory -- Data processing.
	R (Computer program language)
	Théorie de la décision bayésienne.
	Théorie de la décision bayésienne -- Informatique.
	R (Langage de programmation)
	Bayesian statistical decision theory
	Bayesian statistical decision theory -- Data processing
	R (Computer program language)
Other Form:	Print version: Scutari, Marco. Bayesian networks. 9781482225587 1482225581
ISBN	148222559X (electronic bk.)
	9781482225594 (electronic bk.)
	0429196245
	9780429196249

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