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Question: 2017 Fall Final - 21

Author: Michiel Smid
You are given a fair red die and a fair blue die. You roll each die once, independently of each other. Let $(i,j)$ be the outcome, where $i$ is the result of the red die and $j$ is the result of the blue die. Define the random variables $$ X = i + j $$ and $$ Y = i - j. $$ Which of the following is true?
(a)
The random variables $X$ and $Y$ are independent.
(b)
The random variables $X$ and $Y$ are not independent.
(c)
None of the above.