power and interpretability. Assuming a linear relationship, if you know the correlation coefficient, you can predict unobserved values of y based on a known x

power and interpretability. Assuming a linear relationship, if you know the correlation coefficient, you can predict unobserved values of y based on a known x with good accuracy. y = ax + b + error where strong correlation means error is small.