The joint distribution of random variables assigns probabilities to events
involving the variables simultaneously. For two real random variables it is determined
by the joint distribution function
In the discrete case, the joint probability mass function is . In the continuous case, when a joint probability
density function
exists, probabilities are integrals of
over subsets of the plane. Summing or integrating out variables
gives the marginal distributions.