A multiple regression analysis showed the following results of the individual in

Question

A multiple regression analysis showed the following results of the individual independent variables. Which independent variables are significantly related to the dependent variable at 5%? All 4 independent variables are highly correlated with each other, therefore they are all significantly related to the dependent variable. X2 and X4 are significantly related to the dependent variable indicated by their very small p-values. X_1 and X_3 are significantly related to the dependent variable indicated by their large p-values. No significant relationship between the independent variables and the dependent variable.

Explanation / Answer

For significant relation, null hypothesis must be rejected and it can be rejected only if the p -value is small.

Hence,

X2 and X4 are significantly related.

Option B is correct.

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