It is readily shown that satisfies the properties for a legitimate pdf
given in Eq. (24) and Eq. (25), and we can interpret
as follows:
The quantity is known as the marginal probability distribution
function.
Now define the quantity
,
As with , it can be shown that
is a legitimate pdf and can be
interpreted as follows: