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