It's easiest to compare each of them

Which of the following sets of numbers have the largest population variance ?

{ 2 , 4 , 6 } \{2,4,6\} { 2 , 3 , 4 } \{2,3,4\} { 3 , 4 , 5 } \{3,4,5 \} { 1 , 2 , 3 } \{1,2,3\}

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2 solutions

Observe that in all the populations form an arithmetic progression . This means that the middle element is the mean.

To have a large variance is for the elements to be scattered , i.e, non-mean elements to have a large deviation from the mean. In the context of an Arithmetic Progression, this means that the common difference should be as large as possible.

Clearly, {2, 4, 6} satisfies that criteria.

Tom Engelsman
Feb 14, 2021

Using the formula for population variance on a data set of n n elements:

σ 2 = Σ i = 1 n ( x i μ ) 2 n \sigma^{2} = \Sigma_{i=1}^{n} \frac{(x_{i}-\mu)^2}{n}

(where μ \mu is the average (mean) of the elements), we find that:

σ 2 , 4 , 6 2 = 8 3 \sigma^{2}_{2,4,6}=\frac{8}{3}

σ 2 , 3 , 4 2 = σ 3 , 4 , 5 2 = σ 1 , 2 , 3 2 = 2 3 \sigma^{2}_{2,3,4} = \sigma^{2}_{3,4,5} = \sigma^{2}_{1,2,3} = \frac{2}{3}

The set 2 , 4 , 6 \boxed{2,4,6} yields the largest population variance.

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