A researcher conducts a two-way ANOVA test with interaction and provides the following ANOVA table. |
a. | Find the missing values in the ANOVA table. (Round your answers to 2 decimal places.) |
ANOVA | ||||||
Source of Variation | SS | df | MS | F | p-value | F crit |
Sample | 766.98 | 2 | MSB = | Ffactor B = | 0.0109 | 3.885 |
Columns | 12,122.69 | 1 | MSA = | Ffactor A = | 0 | 4.747 |
Interaction | 57.60 | 2 | MSAB = | FInteraction = | 0.6148 | 3.885 |
Within | 682.14 | 12 | MSE = | |||
Total | 13,629.41 | 17 | ||||
b. | At the 5% significance level, can you conclude that there is an interaction effect? | ||||||||
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c. | At the 5% significance level, can you conclude that the column means differ? | ||||||||
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d. | At the 5% significance level, can you conclude that the row (sample) means differ? | ||||||||
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as MS (Factor) =SS(fctor)/df(factor)
F(factor)=MS(factor)/MS(error)
Source of Variation | SS | df | MS | F | p-value | F crit |
Sample | 766.98 | 2 | 383.49 | 6.75 | 0.0109 | 3.885 |
Columns | 12,122.69 | 1 | 12122.69 | 213.26 | 0 | 4.747 |
Interaction | 57.6 | 2 | 28.80 | 0.51 | 0.6148 | 3.885 |
Within | 682.14 | 12 | 56.85 | |||
Total | 13,629.41 | 17 |
b)
No, since the value of the F statistic for interaction is less than the critical value
c)
Yes, since the value of the F statistic for Factor A is greater than the critical value
d)
Yes, since the value of the F statistic for Factor B is greater than the critical value
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