Center and spread
What happens to an average when one observation goes off the rails?
One outlier, three different stories
The first four observations stay at 40, 45, 50, and 55. Adjust the fifth to see how summary statistics respond. Values represent thousands of dollars.
Mean50.0
Median50.0
Sample standard deviation7.9
At first the mean and median agree. Move the fifth observation to see what changes.