Question

In: Statistics and Probability

The following data were collected Determine if there are any significant differences among the four treatments....

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

Solutions

Expert Solution

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


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