Step by step
The question
Question: find the correlation coefficient r for (4, 1), (5, 2), (6, 6), (7, 5), (8, 6).
r is a number from negative 1 to 1.
It tells how close the points are to a straight line, going up or down.
1 Find the means
The mean of the x numbers: 30 divided by 5 is 6.
The mean of the y numbers: 20 divided by 5 is 4.
2 Make the table
A table with the points.
How far each point is from the means.
4 minus 6 is −2, and 1 minus 4 is −3.
These distances always add up to 0.
A good check.
The product: the two distances multiplied.
−2 times −3 is 6.
And each distance squared.
−2 squared is 4.
−3 squared is 9.
We add the last three columns: 13, 10 and 22.
3 Put them in the rule
The rule: the total of the products, over the square root of the two totals of squares multiplied.
We put the totals in: 13 on top.
10 times 22 under the root.
Careful!
Do not forget the square root.
Without it, r comes out far too small.
4 Work it out
10 times 22 is 220.
With a calculator, the square root of 220 is about 14.832.
So r is about 13/14.832.
Divided: about 0.876, to 3 decimal places, like the books.
5 What r tells us
On a scale from negative 1 to 1.
r is here, at 0.876.
Positive: as x goes up, y goes up.
Close to 1: strong.
A strong positive correlation.
6 Check
Let's check.
The products add up to 13, so r must be positive.
It is.
And r is between negative 1 and 1.
So it makes sense!
Let's look back.
First: find the means.
Then: make the table.
Then: put them in the rule.
Then: work it out.
Then: what r tells us.
Last: check.