Step by step
The question
Question: find the mean absolute deviation, the MAD, of 30, 32, 35, 38, 40.
The MAD says how spread out the numbers are: on average, how far each one is from the mean.
1 Find the mean
The mean is the sum divided by how many.
The sum is 175.
There are 5 numbers.
175 divided by 5 is 35.
2 Distance from the mean
We make a table: each number, and how far it is from the mean.
30 is 5 away from 35: 35 minus 30.
32 is 3 away.
And so on.
Each time, bigger minus smaller.
So a distance is never negative.
Careful!
If we used minus signs, the numbers below the mean would cancel the ones above.
We would always get 0.
3 Mean of the distances
Now the mean of the distances.
They add up to 16.
16 divided by 5 is 3.2.
So on average, the numbers are 3.2 away from the mean.
4 Check
Let's check: the distances below the mean add up to 8.
Above the mean: 8.
The same, because the mean is the balance point.
So the distances are right!
Let's look back.
First: find the mean.
Then: distance from the mean.
Then: mean of the distances.
Last: check.