Bayesian Networks and Decision Graphs

by Finn B. Jensen, Thomas Graven-Nielsen, FINN VERNER JENSEN, et al.

This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. The reader is guided through the two types of frameworks with examples and exercises, which also give instruction on how to build these models. Structured in two parts, the first section focuses on probabilistic graphical models, while the second part...

• Format: Paperback
• Language: English
• ISBN: 1441923942
• ISBN13: 9781441923943
• Release Date: November 2010
• Publisher: Springer
• Length: 447 Pages
• Weight: 1.40 lbs.
• Dimensions: 0.9" x 6.0" x 9.0"