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Solution: 2014 Winter Final - 20

Author: Michiel Smid

Question

I flip two fair and independent coins. If the first coin comes up heads, you win \$1. If the second coin comes up heads, you win \$2. (Thus, if both coins come up heads, you win \$3.) Define the random variable $X$ to be the amount of dollars that you win. What is the expected value of $X$?
(a)
5/2
(b)
3/2
(c)
3
(d)
2

Solution

  • Let A be the event that the first coin comes up heads and you win \$1.
    $ Pr(A) = \frac{1}{2} $
  • Let B be the event that the second coin comes up heads and you win \$2.
    $ Pr(B) = \frac{1}{2} $

$ \mathbb{E}(X) = 1 \cdot Pr(A) + 2 \cdot Pr(B) $

$ \mathbb{E}(X) = 1 \cdot \frac{1}{2} + 2 \cdot \frac{1}{2} $

$ \mathbb{E}(X) = \frac{1}{2} + 1 $

$ \mathbb{E}(X) = \frac{3}{2} $