In: Statistics and Probability
Suppose someone gives you
1414
to
44
odds that you cannot roll two even numbers with the roll of two fair dice. This means you win
$1414
if you succeed and you lose
$44
if you fail. What is the expected value of this game to you? Should you expect to win or lose the expected value in the first game? What can you expect if you play
200200
times? Explain. (The table will be helpful in finding the required probabilities.)
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What is the expected value of this game
to you?
$
nothing
Should you expect to win (or lose) an amount equal to the expected value in the first game?
Yes, you can expect to win (or lose) the expected value in the first game.
No, the outcome of one game cannot be predicted.
What can you expect if you play
200200
times?
$
nothing
Explain this result.
Averaged over
Answer : Suppose someone gives you 14 to 4 odds that you cannot roll two even numbers with the roll of two fair dice. This means you win$14 if you succeed and you lose $4 if you fail.
Solution :
rolling two even numbers = { (2,2),(4,4),(6,6),(2,4),(4,2),(2,6),(6,2),(4,6),(6,4)}
so the number of favourable outcomes is 9, when we are rolling a two fair dice total number of outcomes is 36
P(rolling two even numbers) = number of favourable outcomes / number of total outcomes
P(rolling two even numbers ) =9/36 = 0.25
Therefore, probability of winning = 0.25
Probability of losing = 1 - 0.25 = 0.75
** Expectedvalue of the game = (Probability of winning * value you will get when you win) + (Probability of losing * value you will pay if you loose)
As given you will get $14 if you win and you will pay $4 if you loose
Expected value of the game = (0.25*$14) + (0.75*(-$4))
Expected value of the game = $ 3.5 - $ 3 = $ 0.50
** Expectedvalue of the game is positive. that is $0.50. This means you can expect to win an average of $0.50 for each game played. This does not mean that player will win $0.50 on any single game.
Hence, No outcome of the one game cannot be predicted.
** The expected value if game is played for 200 times :
the expected value is = 200 * $ 0.50 = $ 100
Hence if 200 games are played you should expect to win $100
Averaged over 200 games, you should expect to win $100.