Q#37: Rolling to win!
Suppose you are playing a game with a fair die (e.g. no bias for any one side), and your expected payout based on the # you roll is in the table below:
Given it costs $2 to play, is it worth it to play this game?
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ANSWER
This question tests your understanding of probability and statistics, specifically expected value.
Expected value/outcomes can be calculated as the average expected returns. In this case, rolling a fair die is a 1/6 chance of rolling each value. Therefore the expected winnings is:
1/6*($4)+1/6*($2) +1/6*($1) + 1/6*(0) + 1/6*(0) + 1/6*(0) = $1.17
However, remember that it costs $2 to play each time, so the expected returns is:
$1.17-$2 = -$0.83
Thus we should not play this game frequently as we are expected to lose 83 cents each time.