Conditional probability is used in modeling. Often can be assigned by ``intuitive" considerations. It can then be used to compute other probabilities. The simplest example is , which is a direct consequence of the definition.

The following identities are also of interest.

- Path Probability:
- Bayes theorem:
- Total probability formula: If are
pairwise disjoint and
*exhaustive*, ie. for and , then