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Use the following ANOVA table for regression to answer the questions. Analysis of Variance Source DF...

Use the following ANOVA table for regression to answer the questions.


Analysis of Variance

Source DF SS MS F P
Regression 1 3404.5 3404.5 22.3 0.000
Residual Error 174 26569.8 152.7
Total 175 29974.3

Give the F-statistic and p-value.

Enter the exact answers.

The F-statistic is ?

The p-value is ?

Choose the conclusion of this test using a 5% significance level.

Reject H0. The model is effective.
Do not reject H0. We did not find evidence that the model is effective.
Reject H0. The model is not effective.
Do not reject H0. We did not find evidence that the model is not effective.
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Answer #1

From given ANOVA table we get,

The F-statistic is, F = 22.3

The p-value is, p = 0.000

Since, p-value = 0.000 < 0.05, we reject the null hypothesis (H0).

Answer : Reject H0. The model is effective.

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