The Linear Correlation Coefficient

Key Takeaways

The linear correlation coefficient measures the strength and direction of the linear relationship between two variables $x$ and $y$ .
The sign of the linear correlation coefficient indicates the direction of the linear relationship between $x$ and $y$ .
When $r$ is near 1 or −1 the linear relationship is strong; when it is near 0 the linear relationship is weak.