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Consider the Multiple Regression Model Shown Next Between the Dependent

Question 62

Multiple Choice

Consider the multiple regression model shown next between the dependent variable Y and four independent variables X1,X2,X3,and X4,which result in the following function: Consider the multiple regression model shown next between the dependent variable Y and four independent variables X<sub>1</sub>,X<sub>2</sub>,X<sub>3</sub>,and X<sub>4</sub>,which result in the following function:   = 33 + 8X<sub>1</sub> − 6X<sub>2</sub> + 16X<sub>3</sub> + 18X<sub>4</sub> For this model,there were 35 observations; SSR = 1,400 and SSE = 600. Assume a 0.01 significance level. Based on the given information,which of the following conclusions is correct? A) Reject the null hypothesis that X<sub>3</sub> = 0. B) Do not reject the null hypothesis that X<sub>1</sub> = X<sub>2</sub> = X<sub>3</sub> = X<sub>4</sub> = 0. C) Reject the null hypothesis that X<sub>1</sub> = 0. D) Reject the null hypothesis that X<sub>1</sub> = X<sub>2</sub> = X<sub>3</sub> = X<sub>4</sub> = 0. = 33 + 8X1 − 6X2 + 16X3 + 18X4 For this model,there were 35 observations; SSR = 1,400 and SSE = 600. Assume a 0.01 significance level.
Based on the given information,which of the following conclusions is correct?


A) Reject the null hypothesis that X3 = 0.
B) Do not reject the null hypothesis that X1 = X2 = X3 = X4 = 0.
C) Reject the null hypothesis that X1 = 0.
D) Reject the null hypothesis that X1 = X2 = X3 = X4 = 0.

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