Math Problem Statement
Solution
Let's break down the problem step by step to solve it:
(a) Finding the expected value of playing the game:
- Brian has a deck of 10 cards numbered 1 through 10.
- He wins an amount equal to the value of the card if an odd-numbered card is drawn.
- He loses $3.40 if an even-numbered card is drawn.
The probability of drawing an odd-numbered card is , since there are 5 odd numbers (1, 3, 5, 7, 9) in the deck.
The probability of drawing an even-numbered card is also , since there are 5 even numbers (2, 4, 6, 8, 10) in the deck.
Step 1: Calculate the expected value for odd-numbered cards:
The values of the odd-numbered cards are 1, 3, 5, 7, and 9. Since each odd-numbered card is equally likely, the expected gain from drawing an odd card is the average of these values: So, if an odd-numbered card is drawn, Brian can expect to win $5.
Step 2: Calculate the expected value for even-numbered cards:
If an even-numbered card is drawn, Brian loses $3.40.
Step 3: Find the overall expected value:
The expected value (EV) is the sum of the expected values for both the odd and even-numbered outcomes, weighted by their probabilities:
Thus, the expected value of playing the game is $0.80.
(b) What can Brian expect in the long run?
Since the expected value per draw is $0.80, Brian can expect to gain money in the long run. Specifically, he can expect to win $0.80 per draw.
Let me know if you'd like more details, or if you have any questions!
Here are 5 related questions:
- What is the variance of this game?
- How does the expected value change if the loss for even cards increases to $4?
- What is the probability that Brian loses money after 10 draws?
- How would changing the deck size affect the expected value?
- What if Brian lost a different amount for each even-numbered card?
Tip:
Expected value provides a long-run average but doesn't guarantee a particular outcome for short-term play.
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Math Problem Analysis
Mathematical Concepts
Probability
Expected Value
Statistics
Formulas
Expected value = Σ (probability × outcome)
Theorems
Law of Large Numbers
Suitable Grade Level
Grade 9-12
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