Order the argument: why mean deviation uses absolute values

Exercise and reference answers

Steps

1. We want the typical distance of an observation from a central value
2. So take the deviation of each observation from the mean
3. Some of those deviations are positive and some negative
4. Their sum is exactly zero, so their mean is zero too
5. Take the absolute value of each deviation before averaging instead

Explanation