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 impurity in chemical process