Strength of Correlation

We can generally define the strength of correlation as follows:

• Strong: .
• Moderate: 0.5<|r|<0.8.
• Weak: .

Since correlation measures only a linear relationship, to have r close to or equal to zero does not mean that there is no relationship between X and Y!