The notion of prediction
In many types of relationship, we are interested in predicting the value of one variable from the value of the other.
Strength and form of the relationship
The correlation coefficient describes the strength of a relationship but does not directly help in predicting the value of one variable from the other.
Predicting the effect of advertising