Experimental Design
Multiple regression is a statistical technique that models the relationship between a dependent variable and two or more independent variables. This method helps to understand how multiple factors influence a particular outcome and is essential for making predictions based on these relationships. By assessing the impact of several predictors simultaneously, multiple regression provides deeper insights into complex phenomena, paving the way for more robust experimental designs, informed sample size calculations, and refined regression analysis.
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