Math Problem Statement
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Solution
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Margin of Error
Sample Proportion
Sample Size Calculation
Formulas
Margin of Error: E = z_alpha/2 * sqrt(p_hat * (1 - p_hat) / n)
Confidence Interval: p_hat - E <= p <= p_hat + E
Sample Size Calculation: n = (z_alpha/2^2 * p_hat * (1 - p_hat)) / E^2
Theorems
Central Limit Theorem (assumption of normal distribution for large samples)
Suitable Grade Level
Grades 11-12 or introductory college-level statistics
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