Relationship between joint, marginal and conditional probabilities
A model can be equivalently described by any of the following.
From any of these sets of probabilities, it is possible to find the other two sets.
Fraudulent tax claims
In the example above, pinvestigated | bad claim = 0.8 but we found that pbad claim | investigated was much lower. The next diagram helps to explain the difference.