A coefficient is a numerical factor that multiplies a variable in a mathematical expression, especially within linear equations. In the context of linear models, coefficients are crucial as they quantify the relationship between the independent and dependent variables, indicating how much the dependent variable changes with a one-unit change in the independent variable. Coefficients can help assess the strength and direction of these relationships, making them essential for understanding linear relationships in data analysis.
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