Business Forecasting
Independence refers to the statistical property where two variables or events do not influence each other. In forecasting with regression models, ensuring independence is crucial because it means that the predictors (independent variables) do not affect one another, allowing for clearer and more accurate predictions of the dependent variable. When variables are independent, it simplifies the analysis and enhances the reliability of the results.
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