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Bayesian Networks and Decision Graphs
by Finn V. Jensen and Thomas Nielsen

Overview -

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.  Read more...


 
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More About Bayesian Networks and Decision Graphs by Finn V. Jensen; Thomas Nielsen
 
 
 
Overview

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 deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision process and partially ordered decision problems.


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Details
  • ISBN-13: 9780387682815
  • ISBN-10: 0387682813
  • Publisher: Springer
  • Publish Date: July 2007
  • Page Count: 447

Series: Information Science and Statistics

Related Categories

Books > Mathematics > Probability & Statistics - General
Books > Mathematics > Graphic Methods

 
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