The second edition of this bestseller provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. This edition contains a new chapter on Bayesian network classifiers and anew section on object-oriented Bayesian networks, along with new applicationsand case studies. It includes a new section that addresses foundational problems with causal discovery and Markov blanket discovery and a new section that covers methods of evaluating causal discovery programs. The book also offers more coverage on the uses of causal interventions to understand and reason withcausal Bayesian networks. Supplemental materials are available on the book¿s website.
- ISBN: 978-1-4398-1591-5
- Editorial: CRC Press
- Encuadernacion: Cartoné
- Páginas: 491
- Fecha Publicación: 03/12/2010
- Nº Volúmenes: 1
- Idioma: Inglés