A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computati

A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computati

"Graphical models are a statistical tool used for a wide range of applications. There has been a huge amount of research in this topic across statistics, mathem

A useful introduction to this topic for both students and researchers, with an emphasis on applications and practicalities rather than on a formal development.

This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engi