In a simple regression analysis, the slope represents:A.The estimated value of the dependent variable (Y) when X is zero.B.The point where the regression line intersects the Y-axis.C.The strength of the linear relationship between X and Y.D.The expected change in the dependent variable (Y) for a one-unit change in the independent variable (X).
Question
In a simple regression analysis, the slope represents:A.The estimated value of the dependent variable (Y) when X is zero.B.The point where the regression line intersects the Y-axis.C.The strength of the linear relationship between X and Y.D.The expected change in the dependent variable (Y) for a one-unit change in the independent variable (X).
Solution
The correct answer is D. The slope in a simple regression analysis represents the expected change in the dependent variable (Y) for a one-unit change in the independent variable (X). This means that if X increases by 1 unit, we would expect Y to change by the value of the slope.
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