A coefficient is a numerical value that represents the relationship between a predictor variable and the response variable in statistical models. It quantifies how much the response variable is expected to change when the predictor variable increases by one unit, holding all other variables constant. Coefficients play a crucial role in understanding the strength and direction of these relationships within regression analyses.
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