When transforming variables in a correlation analysis, both the X and Y values must be transformed.

Name: When transforming variables in a correlation analysis, both the X and Y values must be transformed.
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Transforming variables in a correlation analysis can be done to either one or both variables (X or Y), depending on the goal of the transformation, such as achieving linearity or normality. It is not a requirement to transform both variables simultaneously.

When Transforming Variables in a Correlation Analysis, Both the X