Suppose you want to play a carnival game that costs 7 dollars each time you play. If you win, you get $100. The probability of winning is 1⁄50. What is the expected value of the amount that you, the player, stand to gain?

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Answer:

The correct answer would be $5

Explanation:

The formula to use is "Expected return to player" which is

E(x) = x.p(x)

where x is the return to player if they win

and p(x) is the probability of winning.

So here,

x = $100 (return to player for winning)

p(x) = 1/50 (probability of winning)

Therefore expected return to player is

E(x) = x.p(x)

= $100 x 1/50

= $100/50

= $2

Cost: $7

Expected return to player is $2.

Therefore Loss (to player) is Cost minus Expected return

= $7 - $2 = $5 <---- expected value for the carnival to gain,

The loss to the player is the carnival's gain. It's $5.

There is a loss of [tex]\bf \$\ 5[/tex] to the player in carnival game.

Further explanation:

In the question it is given that in a carnival game it costs [tex]\$\ 7[/tex] to play each time.

The amount of money received after winning a game is [tex]\$\ 100[/tex].

The probability of winning a game is [tex]\frac{1}{50}[/tex].

Consider the probabilityof winning a game as [tex]P[/tex].

The probablity of lossing a game is calculated as follows:

[tex]\begin{aligned}P'&=1-P\\&=1-\dfrac{1}{50}\\&=1-0.02\\&=0.98\end{aligned}[/tex]

Consider the amount of money received by winning a game as [tex]X[/tex].

Expected return to player is calculated as follows:

[tex]\boxed{\text{E}(X)=XP(X)}[/tex]                          ......(1)

If a person won a game then he must received [tex]\$\ 100[/tex] and the amount of money paid for playing one game is  [tex]\$\ 7[/tex].

This implies that in winning a game there is a gain of [tex]\$\ 93[/tex] and if a player lost a game then there is a loss of [tex]\$\ 7[/tex].

Figure 1 (attached in the end) represents the different cases of winning and loosing.

Using the equation (1), the expected value of the amount to be received by a player is calculated as follows:

[tex]\begin{aligned}\text{E}(x)&=\left(93\cdot 0.02\right)+\left((-7)\cdot 0.98\right)\\&=1.86-6.86\\&=-5\end{aligned}[/tex]

The value of [tex]\text{E}(x)[/tex] as obtained above is [tex]-5[/tex] which is a negative value.

The negative value [tex]\text{E}(x)[/tex] implies that there is a loss to the player of [tex]\$\ 5[/tex].

Thus, there is a loss of [tex]\bf \$\ 5[/tex] to the player in carnival game.

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Answer details:

Grade: High school

Subject: Mathematics

Chapter: Probability

Keywords: Probabilty, expected value, loss, profit, carnival game, 7 dollars, win $100, 1/50, winning, expected return, mathematics, sample space, money gain, money paid.

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