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Solution: 2022 Winter Final - 13

Author: Michiel Smid

Question

Let $D_1,\ldots,D_5$ be the results of rolling five normal $6$-sided dice and let $X=D_1+D_2+D_3+D_4+D_5$. What is $\Pr(X\bmod 4 = 0)$?
(a)
$1/6$
(b)
$1/2$
(c)
$1/4$
(d)
$1/3$
(e)
$1/5$

Solution

Since each roll of a dice does not affect the results of the next roll, this means that each dice roll is an independent event.

The only results with a remainder of 0 when divided by 4 are 8, 12, 16, 20, 24, and 28.

You can brute force the solution, by calculating all the probabilities of those numbers, with the result being $\frac{1}{4}$.