In: Statistics and Probability
Answer the within-subjects ANOVA questions using the data below.
Use α = 0.05.
1 | 2 | 3 | 4 |
53 49 47 37 51 34 44 |
44 39 36 34 39 30 34 |
23 42 39 37 36 34 47 |
25 35 34 27 33 28 31 |
a) Compute the corresponding effect size(s) and
indicate magnitude(s).
η2 = ; ---Select--- na trivial
effect small effect medium effect large effect
b) Make an interpretation based on the
results.
At least one week differs on the GRE verbal score.
No week is different on GRE verbal score.
c) Regardless of the H0
decision, conduct Tukey's post hoc test for the following
comparisons:
2 vs. 3: difference = ;
significant: ---Select--- Yes No
1 vs. 4: difference = ;
significant: ---Select--- Yes No
d) Regardless of the H0
decision, conduct Scheffe's post hoc test for the following
comparisons:
1 vs. 2: test statistic =______ ;
significant: ---Select--- Yes No
1 vs. 4: test statistic = ______ ;
significant: ---Select--- Yes No
ANOVA | ||||||
Source of Variation | SS | df | MS | F-stat | p-value | F-critical |
Rows | 298.71 | 6 | 49.79 | 1.62 | 0.19919 | 2.66 |
Columns | 750.43 | 3 | 250.14 | 8.13 | 0.001 | 3.160 |
Error | 553.57 | 18 | 30.75 | |||
Total | 1602.71 | 27 |
a)
η2 = 750.43/1602.71 = 0.47 (large)
b)
1) At least one week differs on the GRE verbal score.
c)
Level of significance 0.05
no of treatments 4
df error 18
MSE 30.7540
q-statistic value 3.997
critical value = q*√(MSE/n)
if absolute difference of means > critical value,means are
significnantly different ,otherwise not
2 vs. 3: difference = No, ; not
significant:
1 vs. 4: difference = yes ; significant: