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43.A linear regression line has an equation of the form Y = a + bX, what is X and Y?  A. Where X is not the explanatory variable and Y is the dependent variable  B. Where X is the explanatory variable and Y is the independent variable.  C. Where X is the explanatory variable and Y is the dependent variable  D. Where X and Y are the independent variable

Question

43.A linear regression line has an equation of the form Y = a + bX, what is X and Y?  A. Where X is not the explanatory variable and Y is the dependent variable  B. Where X is the explanatory variable and Y is the independent variable.  C. Where X is the explanatory variable and Y is the dependent variable  D. Where X and Y are the independent variable

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Solution

C. Where X is the explanatory variable and Y is the dependent variable. In the context of a linear regression model, X is typically the variable that is manipulated or controlled (the explanatory or independent variable), and Y is the variable that is observed or measured (the dependent or response variable). The goal of the regression analysis is to understand how changes in X are associated with changes in Y.

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