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Solution: 2018 Winter Final - 18

Author: Michiel Smid

Question

You flip a fair red coin once, and you flip a fair blue coin once, independently of each other. Define the random variables
$X = \bigg\{$ $1\ $ if the red coin flip resulted in heads$,$
$0\ $ if the red coin flip resulted in tails$,$
$Y = \bigg\{$ $1\ $ if the blue coin flip resulted in heads$,$
$0\ $ if the blue coin flip resulted in tails$,$
and
  • Z = $\min(X,Y).$
What is the expected value $\mathbb{E}(Z)$ of the random variable $Z$?
(a)
1/4
(b)
1
(c)
1/2
(d)
3/4

Solution

We can brute force the answer: $ { (0, 0), (0, 1), (1, 0), (1, 1) } $

  • For $ (0,0) $, the minimum value is 0
    There is a $ \frac{1}{4} $ chance of this happening
  • For $ (0,1) $, the minimum value is 0
    There is a $ \frac{1}{4} $ chance of this happening
  • For $ (1,0) $, the minimum value is 0
    There is a $ \frac{1}{4} $ chance of this happening
  • For $ (1,1) $, the minimum value is 1
    There is a $ \frac{1}{4} $ chance of this happening

$ \mathbb{E}(Z) = 0 \cdot \frac{1}{4} + 0 \cdot \frac{1}{4} + 0 \cdot \frac{1}{4} + 1 \cdot \frac{1}{4} $

$ \mathbb{E}(Z) = 0 + 0 + 0 + \frac{1}{4} $

$ \mathbb{E}(Z) = \frac{1}{4} $