Line of best fit
The 'line of best fit' is a line that goes roughly through the middle of all the scatter points on a graph.
The closer the points are to the line of best fit the stronger the correlation is.
The line of best fit is drawn so that the points are evenly distributed on either side of the line. There are various methods for drawing this 'precisely', but you will only be expected to draw the line 'by eye'.
You may be asked to comment on the nature of the correlation, meaning whether there is a positive, negative or no correlation.
Using the term 'strong correlation' is appropriate if all of the points are very close to the line of best fit.
When drawing the line of best fit, use a transparent ruler to see how the line fits between all the points before you draw it.
Example
The heights and weights of twenty children in a class are recorded. The results are shown on the scattergraph below.
Question
Katie is \(148\, cm\) tall. Draw a line of best fit and use it to estimate her weight.
Katie is \(148\, cm\) tall. Draw a straight line up from \(148\, cm\) on the horizontal axis until it meets the line of best fit and then along until it meets the vertical axis.
Katie weighs approximately \(52\, kg\).
As the line of best fit is drawn 'by eye', it is unlikely your answer will be exactly the same as someone else's answer.
Sometimes you are given the equation of the line of best fit. You can use this in estimation.
Example
The equation of the line of best fit for a set of data is \(w = 1.5\,h - 170\)
Question
Use this equation to obtain an estimate for the weight of Louise, who is \(156\,cm\) tall.
Substitute \(h = 156\) into the equation.
\(w = 1.5 \times 156 - 170\)
\(w = 234 - 170\)
\(w = 64\)
Therefore Louise weighs approximately \(64\, kg\).