Graphical Models

Graphical models are a marriage between probability theory and graph theory. A graphical model is used to represent a complex system by combining simpler parts,... » 

Graphical models are a marriage between probability theory and graph theory. A graphical model is used to represent a complex system by combining simpler parts, and probability theory provides the glue whereby the parts are combined, ensuring that the system as a whole is consistent. «