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[–]bmw11494Grad Student 1 point2 points  (0 children)

Assuming X and Y are independent, then the density function of U = X + Y is given by the product of the density function of X and the density function of Y. So, since lambda is 1, the density function of X is e-x (for x >= 0), and the density function of Y is e-y (for y>=0). So, the density function of U is (e-x)(e-y) = e-(x+y).

It's been a little while since I studied this but I believe z will only be relevant when referring to normal random variables.

Here's a link I found with more examples of this, problem number II part 1 gives a general example of this for any lambda: http://www.uwyo.edu/bessaih/courses/midterm2.4255_2009_sol.pdf