Let X and Y be independently and identically exponentially distributed random variables with a mean of .

Define

U =

X

X + Y

and

W = X + Y.

The joint density function for U and W is

fUW (u, w) =

1

2 wew/

, 0 < u < 1, w > 0

0 , elsewhere.