Bayesian Networks and Decision Graphs

by Finn V. Jensen and Thomas Nielsen

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: Hardcover
• Language: English
• ISBN: 0387682813
• ISBN13: 9780387682815
• Release Date: June 2007
• Publisher: Springer
• Length: 447 Pages
• Weight: 1.75 lbs.
• Dimensions: 1.0" x 6.4" x 9.3"