A coefficient is a numerical or constant factor that multiplies a variable in an equation or expression, playing a crucial role in determining the strength and direction of the relationship between variables in statistical models. In regression analysis, coefficients represent the expected change in the dependent variable for a one-unit change in the independent variable while holding other variables constant. Understanding coefficients is essential for interpreting the impact of different predictors on outcomes.
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