Math Problem Statement
Simplify the answer
Solution
Let's simplify the answer further by presenting the key points clearly:
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Given Information:
- Confidence level: 91.98%
- Maximum confidence interval length: 2 cm
- Population variance: (so )
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Z-score:
- For a 91.98% confidence level, the Z-score is approximately .
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Formula for Minimum Sample Size : The required sample size can be calculated using the formula:
Plugging in the Z-score:
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Smallest Sample Size: Since the sample size must be a whole number, we round up to the next integer.
Final Answer:
The smallest sample size needed is .
Would you like to explore any further aspects of this problem? Here are some related questions:
- How would rounding down instead of up affect the confidence level?
- What is the effect of increasing the variance on the sample size?
- How can you calculate a confidence interval for a small sample size?
- What assumptions are needed for the confidence interval formula?
- How does the confidence interval change with different distributions?
Tip: When calculating sample sizes, always round up to ensure the desired confidence level is maintained.
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Formulas
Formula for Minimum Sample Size
Theorems
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Suitable Grade Level
Advanced High School
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