Bayesian Networks and Decision Graphs (second edition)

The book gives an introduction to both probabilistic graphical models and decision graphs, including Bayesian networks and influence diagrams. The reader is introduced to the two types of frameworks through examples and exercises, which also instructs the reader on how to build these models. The book is a new edition of the book Bayesian networks and decision graphs by Finn V. Jensen.