We now consider two r.v.'s 
and 
, where
and 
.
We ask
what is the probability that the first r.v. 
falls within 
and the second r.v. 
falls within 
, which defines the bivariate
pdf 
:
Using this operational definition of 
, let us multiply and divide by
the quantity 
, where we assume 
,
