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Discussion 5-2/Regression At times we can generate a regression equation to explain outcomes. For example, an employeeâ€™s salary can often be explained by their pay grade, appraisal rating, education level, etc. What variables might explain or predict an outcome in your department or life? If you generated a regression equation, how would you interpret it and the residuals from it?