Question

In: Statistics and Probability

Answer the within-subjects ANOVA questions using the data below. Use α = 0.05. 1 2 3...

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

Solutions

Expert Solution

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:  


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