For a nonempty finite list of real numbers , the arithmetic mean isIt is the weighted mean with equal weights, giving each observation equal influence. For , the sum is and the arithmetic mean is . Replacing every value by retains the same total. The residuals sum to zero, so the mean is also the balancing point of these equally weighted observations.
The arithmetic mean minimizes the sum of squared deviations by the weighted mean minimizes squared deviations identity with all weights one. A large input can consequently have a substantial effect: replacing by changes the mean to , while the median remains . The choice of summary depends on what aspect of the data matters.
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