Math Problem Statement
Solution
To find the margin of error (ME) for the mean at the 95% confidence level, you can use the formula:
Where:
- is the z-score for a 95% confidence interval (approximately 1.96).
- is the standard deviation of the sample (87 messages).
- is the sample size (53 students).
Substitute the values into the formula:
First, calculate :
Then, divide the standard deviation by this result:
Now, multiply by the z-score:
Rounding to the nearest whole number, the margin of error is approximately .
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Margin of Error
Formulas
ME = z × (σ / √n)
Theorems
Central Limit Theorem
Suitable Grade Level
Grades 11-12
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