An important condition when interpreting the coefficient for a particular independent variable X in a multiple regression equation is that
A)the dependent variable will remain constant.
B)the dependent variable will be allowed to vary.
C)all of the other independent variables remain constant.
D)all of the other independent variables be allowed to vary.

Question

Quizplus · Accepted Answer

When interpreting the coefficient for a particular independent variable in a multiple regression equation, it is crucial to assume that all other independent variables in the model are held constant. This condition is necessary to isolate the effect of the independent variable in question on the dependent variable, ensuring that the interpretation reflects the unique contribution of that variable.

An Important Condition When Interpreting the Coefficient for a Particular