2) An ANOVA is computed for the effects of five different diets on the energy level of test animals. Eight animals are given each of the diets for a total of 40 animals. The f summary table below is partially completed. Fill in the remaining parts of the table and evaluate the F value for statistical significance. Make sure to indicate the critical value that you are using in your evaluation.
Source SS df MS F
Between
Within 380
Total 557
Solution:
k = 5
Each treatment has 8 observations.
n = 8
Total number of observations N = 8 * 5 = 40
df(Between) = k - 1 = 5 - 1 = 4
df(within) = N - k = 40 - 5 = 35
df(Total) = N - 1 = 40 - 1 = 39
Now ,
SS(total) = SS(Between) + SS(Within)
557 = SS(Between) + 380
SS(Between) = 177
Now , MS = SS/df
So ,
MS(between) = 177/4 = 44.25
MS(within) = 380/35 = 10.8571428571
Now ,
F = MS(between)/MS(within) = 44.25/10.8571428571 = 4.0757
SS | DF | MS | F | |
BETWEEN | 177 | 4 |
44.25 |
4.0757 |
WITHIN | 380 | 35 | 10.8571 | |
TOTAL | 557 | 39 |
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