In: Statistics and Probability
The following data were collected
Determine if there are any significant differences among the four treatments. Use the .05 level of significance.
Participant | A | B | C | D |
1 | 6 | 3 | 3 | 0 |
2 | 4 | 4 | 2 | 2 |
3 | 4 | 2 | 0 | 2 |
4 | 6 | 3 | 3 | 0 |
For the given data above, calculate the f-ratio. Show ALL your work
Null Hypothesis, Ho: There is no significant difference in the means of four treatment groups i.e.
Alternative Hypothesis, Ha: There exists at least one treatment group for which the mean is significantly different i.e. for at least one
Test Statistics: Under Ho,
where k = number of groups = 4 and,
n = number of observations = 16
Calculations:
Treatment Groups | ni | si | |
Group 1 | 4 | 5 | 1.1547 |
Group 2 | 4 | 3 | 0.8165 |
Group 3 | 4 | 2 | 1.4142 |
Group 4 | 4 | 1 | 1.1547 |
So,
and ,
Decision:
Since, p-value = 0.0024 < , so we reject the Null Hypothesis at 5% level of significance.
Conclusion:
There exists at least one treatment group for which the mean is significantly different i.e. for at least one