Math Problem Statement
Out of 500 lottery tickets sold, 50 won. One person buys 20 tickets. Let X be the number of winning tickets. Calculate the average number of winning tickets and the standard deviation (Round to 3 digits.)
Select one:
2 and 1.732
50 and 1.316
20 and 1.732
50 and 1.732
20 and 1.316
2 and 1.316
Solution
To solve this, we can treat this situation as a hypergeometric distribution, since the tickets are not replaced once selected.
Parameters:
- Total number of tickets (population size): 500
- Number of winning tickets (successes): 50
- Number of tickets bought by one person (sample size): 20
- X: The number of winning tickets bought by the person.
Hypergeometric Distribution:
The expected value (mean) and standard deviation for a hypergeometric distribution can be calculated as:
-
Mean (Expected Value): where:
- (number of tickets bought)
- (number of winning tickets)
- (total number of tickets)
-
Standard Deviation: where:
Plugging in the values: Simplifying:
Final Answer:
- The average number of winning tickets: 2
- The standard deviation: 1.732
Therefore, the correct answer is: 2 and 1.732
Would you like further clarification or details on the steps? Here are some related questions to deepen your understanding:
- What is the difference between hypergeometric and binomial distributions?
- How would the calculation change if the tickets were replaced (i.e., binomial distribution)?
- How does the population size (N) affect the standard deviation in this context?
- What would happen if the number of tickets bought (n) increased to 100?
- Can you explain the formula for the standard deviation in the hypergeometric distribution in more detail?
Tip: For large population sizes and small sample sizes, the hypergeometric distribution can often be approximated by a binomial distribution, which is simpler to calculate.
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Math Problem Analysis
Mathematical Concepts
Probability
Hypergeometric Distribution
Formulas
Mean (Expected Value): E(X) = (n * K) / N
Standard Deviation: σ = sqrt((n * K * (N - K) * (N - n)) / (N^2 * (N - 1)))
Theorems
Hypergeometric Distribution
Suitable Grade Level
Grades 11-12
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