Strength of associations
Textbooks provide plots with dots showing:
- no association
- moderate association
- strong association
for both positive and negative associations.
They will look similar to the diagrams below.
Association is measured with the correlation coefficient, where no association relates to a correlation of 0, a very strong positive association has a correlation near +1 and a very strong negative association has a correlation near –1.