Graphical Models

The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in genetics (studying inheritable properties of natural species), and in interactions in contingency tables.

This new and extended edition of Graphical Models provides the basic mathematical and statistical theory of graphical models, incorporati...