Correlation tells us about strength
(scatter) and direction of
the linear relationship between
two quantitative variables.
In addition, we would like to have a numerical
description of how both variables
vary together. For instance, is one variable increasing faster than the other one? And we would like to make
predictions based on that numerical
description.
But which line best describes our data?
