Because the form of the relationship is linear, we can use the correlation coefficient as a measure of direction and strength of the linear relationship. The correlation coefficient can be interpreted...Because the form of the relationship is linear, we can use the correlation coefficient as a measure of direction and strength of the linear relationship. The correlation coefficient can be interpreted only as the measure of the strength of a linear relationship, so we need the scatterplot to verify that the relationship indeed looks linear.
