Probabilistic Graphical Models

Overview


A probabilistic graphical model is a graph structure that intends to describe the structure of a given joint distribution.

For example, the following graph may communicate that the variables {% C %} and {% B %} may be correlated, but the conditional variables {% B|A %} and {% C|A %} are independent. (see conditional probability)

Models


Contents