Mathematics

Mathematics

Problem

The five observations 5, 7, 9, 11, x have a variance of 8. If x is the largest observation, find the value of x. a) 15 b) 27 c) 13 d) 11
Intuitive explanation

Variance measures how spread out data is from its mean—it's the average of squared deviations. Here, you'll use the variance formula to set up an equation: first find the mean in terms of xx, then calculate ∑(xi−xˉ)2\sum(x_i - \bar{x})^2 and divide by 5 to equal 8. Since xx is largest, you'll get two solutions but only one satisfies x>11x > 11.

Intuitive explanation

Variance measures how spread out data is from its mean—it's the average of squared deviations. Here, you'll use the variance formula to set up an equation: first find the mean in terms of xx, then calculate ∑(xi−xˉ)2\sum(x_i - \bar{x})^2 and divide by 5 to equal 8. Since xx is largest, you'll get two solutions but only one satisfies x>11x > 11.

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