Question

In: Statistics and Probability

The following is sample information. Test the hypothesis that the treatment means are equal. Use the...

The following is sample information. Test the hypothesis that the treatment means are equal. Use the 0.05 significance level.

Treatment 1 Treatment 2 Treatment 3
3 4 8
6 3 10
3 8 6
10 7 8

Question: Complete the ANOVA table. (Round the SS, MS, and F values to 3 decimal places.)

Source SS DF MS F
Treatment                        
Error                
Total         

Please explain how you got your answers the best you can. I am trying to learn to do this myself. Thank you.

Solutions

Expert Solution

By using excel we can solve this question easily.

First, enter all data into excel.

Click on Data -------> Data Analysis--------> Anova: Single-Factor-----> Input Data -------> Select all data -------> Output Range : Select any empty cell --------> ok
We get

ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 16.66667 2 8.333333 1.293103 0.32089 4.256495
Within Groups 58 9 6.444444
Total 74.66667 11

We have to test the hypothesis that the treatment means are equal. Use the 0.05 significance level.

The null and alternative hypothesis is

H1: At least one of the mean is different.

Test statistic F = 1.29

Critical value = 4.26

Test statistic < critical value we fail to reject null hypothesis.

Conclusion: The treatment means are equal.


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