Complete the following ANOVA summary table given the information in the problem, then make a decision/conclusion, being sure to indicate your alpha level and the critical value from the appropriate table; you should also state an appropriate set of hypotheses for clarity. Was there a difference among species in performance of this learning task? (6)
SOURCE OF VARIANCE |
SUM OF SQUARES |
df |
MEAN SQUARES |
F |
Between |
380 |
|||
Within |
1020 |
|||
Total |
1400 |
The hypothesis being tested is:
H0: µ1 = µ2 = µ3
Ha: Not all means are equal
The ANOVA table is:
Source | SS | df | MS | F | p-value | F critical value |
Between | 380 | 2 | 190 | 3.17 | 0.0678 | 3.59 |
Within | 1020 | 17 | 60 | |||
Total | 1400 | 19 |
The level of significance is 0.05.
The test statistic is 3.17.
The critical value is 3.59.
The p-value is 0.0678.
Since the p-value (0.0678) is greater than the significance level (0.05), we fail to reject the null hypothesis.
Therefore, we cannot conclude that there is a difference among species in the performance of this learning task.
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