Math Problem Statement
Please answer this questions on your paper:
The weights of new born lion cubs are normally distributed with a population standard deviation of 23.4 oz. You want to estimate the mean weight of lion cubs within 4 oz. with 95% confidence. How many lion cubs do you need to survey
Your Answer: They need to survey 131 lion cubs.
Solution
To answer this question, we need to calculate the required sample size using the formula for confidence intervals for a population mean with a known standard deviation. The formula is:
Where:
- is the Z-score corresponding to the desired confidence level (for 95%, ),
- is the population standard deviation (23.4 oz),
- is the margin of error (4 oz).
Step 1: Identify the known values
- (for 95% confidence level),
- oz,
- oz.
Step 2: Plug the values into the formula
Step 3: Round up
Since the sample size must be a whole number, we round up to the nearest whole number, so:
Conclusion:
To estimate the mean weight of lion cubs within 4 oz with 95% confidence, you need to survey 132 lion cubs.
Would you like a more detailed explanation of this process? Here are 5 related questions for further practice:
- How would the sample size change if the confidence level was increased to 99%?
- What is the role of the population standard deviation in determining sample size?
- How does changing the margin of error affect the sample size needed?
- How would you approach this problem if the population standard deviation was unknown?
- How does the central limit theorem relate to this problem?
Tip: When calculating sample sizes, always remember to round up to the nearest whole number to ensure that the sample size is sufficient.
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Sample Size Estimation
Normal Distribution
Formulas
n = (Z * σ / E)^2
Theorems
Central Limit Theorem
Properties of the Normal Distribution
Suitable Grade Level
College-Level Statistics / Advanced High School
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