Descriptive Statisticshard
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Let X={x1,x2,,xn}X = \{x_1, x_2, \dots, x_n\} be a dataset. A statistician defines a measure of overall pairwise variance as D=1n2i=1nj=1n(xixj)2D = \frac{1}{n^2} \sum_{i=1}^n \sum_{j=1}^n (x_i - x_j)^2. Which of the following is the correct relationship between DD and the standard population variance σ2=1ni=1n(xixˉ)2\sigma^2 = \frac{1}{n} \sum_{i=1}^n (x_i - \bar{x})^2?