Math Problem Statement
Solution
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Population Proportion
Sample Size
Formulas
Confidence interval formula for population proportion: p̂ ± Z * √(p̂(1 - p̂) / n)
Sample proportion: p̂
Margin of error: Z * √(p̂(1 - p̂) / n)
Theorems
Central Limit Theorem (for large sample size and normal distribution approximation)
Z-score for confidence intervals
Suitable Grade Level
College-level Statistics
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