Math Problem Statement
Solution
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Math Problem Analysis
Mathematical Concepts
Confidence Interval
Difference in Means
Pooled Variance
Normal Distribution
Formulas
Pooled standard deviation: s_p = sqrt(((n1 - 1) * s1^2 + (n2 - 1) * s2^2) / (n1 + n2 - 2))
Standard error for difference in means: SE = s_p * sqrt((1/n1) + (1/n2))
Confidence interval formula: (x̄1 - x̄2) ± t * SE
Theorems
Central Limit Theorem
t-Distribution for Small Samples
Suitable Grade Level
Grades 11-12
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