2. A local café wants to know if there is a significant difference in how awake people feel (on a scale of 0 to 100) depending on the type of tea they drink in the morning. They recruited 6 people who drank only black tea, 6 people who drank only green tea and 6 people who drank only red tea. Given there is significant ANOVA, do a Fisher’s Post-Hoc test for this study. Set α = .01. Black Tea Green Tea Red Tea = 78 = 57 = 62 n1 = 6 n2 = 6 n3 = 6 MSerror (within) = 14
a) What is the critical value for the above test?
b) Compute all pairwise comparisons. Show your work!
c) Interpret your findings/results.
Level of significance 0.01
no. of treatments,k 3
DF error =N-k= 15
MSE 14.000
q-statistic value(α,k,N-k) 4.8400
a)
critical value = q*√(MSE/2*(1/ni+1/nj))
= 7.39
b)
population mean difference | critical value | lower limit | upper limit | result | |
µ1-µ2 | 21.00 | 7.39 | 13.61 | 28.39 | means are different |
µ1-µ3 | 16.00 | 7.39 | 8.61 | 23.39 | means are different |
µ2-µ3 | -5.00 | 7.39 | -12.39 | 2.39 | means are not different |
c)
There is not any significant difference between mean 2 and mean 3. Rest all columns are different.
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