Why should I verify my scatterplot?
You have just created a scatterplot to examine a relationship.
Using the regression tool to validate your scatterplot can help to distinguish which of these three options may be happening. You may find that:
- once you hold income, education, and demographics constant across all places, the correlation disappears or
- taking the variables in the regression out of the equation makes the correlation even stronger