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Given the following portion of regression results, which of the following conclu

ID: 3314734 • Letter: G

Question

Given the following portion of regression results, which of the following conclusions is true with regard to the F test at the 5% significance level?

df

SS

MS

F

Significance F

Regression

2

7,562

3,781

8.04

0.0028

Residual

20

9,395

470

Total

22

16,957

Neither of the explanatory variables is related to the response variable.

Both of the explanatory variables are related to the response variable.

Exactly one of the explanatory variables is related to the response variable.

At least one of the explanatory variables is significantly related to the response variable.

df

SS

MS

F

Significance F

Regression

2

7,562

3,781

8.04

0.0028

Residual

20

9,395

470

Total

22

16,957

Explanation / Answer

as p value is less then 0.05 level therefore correct conclusion is

At least one of the explanatory variables is significantly related to the response variable.

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