A Distribution of Means A distribution of means reduces the influence of individual outliers such as the length of the fingernails of the woman on the left. When her extreme score is part of a sample that includes smaller, more typical scores, the mean of that sample will be smaller than her individual score. That is why a distribution based on means is less variable than a distribution based on individual scores.
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