Easy# Outlier Effect

APSTAT-JORXD8

A set of sample data follows a roughly symmetric distribution and contains no outliers. If an extreme outlier is added to the data set, the median will not change much if at all. The mean will be affected, however, and the value of the mean will either increase or decrease depending on the value of the outlier.

Which of the following bests explains why this happens?