# Conditional Graphical Model Family

(Redirected from conditional probability graphical family)

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A Conditional Graphical Model Family is a graphical statistical model family that restricts itself to representing conditional probabilities as conditional probability networks.

**AKA:**Conditional Graphical Metamodel, Conditional Graphical Models, Conditional Probabilistic Graphical Models.**Context:**- It can be associated with a Conditional Probabilistic Network Instance.
- It can range from being an Undirected Conditional Graphical Metamodel to being a Directed Conditional Graphical Metamodel.
- Every path from a node in X to a node in Y must pass through at least one node in Z.

**Example(s):****Counter-Example(s):****See:**Probabilistic Graphical Metamodel.

## References

### 2007

- (Perez-Cruz et al., 2007) ⇒ Fernando Perez-Cruz, Massimiliano Pontil, and Zoubin Ghahramani. (2007). “Conditional Graphical Models.” In: (Bakir et al., 2007)

### 1998

- Kevin Murphy. (1998). “A Brief Introduction to Graphical Models and Bayesian Networks.".