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
What is the expected value $\mathbb{E}(Z)$ of the random variable $Z$?
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} $