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
21
42
51
34
44
44
31
36
34
39
30
12
46
42
46
37
36
34
47
25
31
30
27
33
28
31

a) Compute the preliminary statistics below.
SSBG = _________ ; dfBG = __________
SSBS = _________ ; dfBS = ___________
SSE = __________ ; dfE = ___________
SST = __________ ; dfT = ___________

b) Compute the appropriate test statistic(s) to make a decision about H0.
critical value =_______________ ; test statistic = ______________
Decision: ---Select---Reject H0 or Fail to reject H0

c) Compute the corresponding effect size(s) and indicate magnitude(s).
η2 = ___________ ; ---Select---na, trivial effect, small effect, medium effect, large effect

d) 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.    


e) Regardless of the H0 decision in b), conduct Tukey's post hoc test for the following comparisons:
1 vs. 3: difference = __________ ; significant: ---Select---Yes OR No
2 vs. 3: difference =___________ ; significant: ---Select---Yes OR No

f) Regardless of the H0 decision in b), conduct Scheffe's post hoc test for the following comparisons:
1 vs. 3: test statistic = ____________ ; significant: ---Select---Yes OR No
1 vs. 2: test statistic = ____________ ; significant: ---Select---Yes OR No

Solutions

Expert Solution

ANOVA
Source of Variation SS df MS F P-value F crit
Rows 359.86 6 59.98 0.87 0.5350 2.66
Columns 848.39 3 282.80 4.11 0.0220 3.16
Error 1239.86 18 68.88
Total 2448.11 27

a)

SSBG = ____848.39_____ ; dfBG = ____3______


SSBS = ____359.86_____ ; dfBS = ____6_______
SSE = ______1239.86____ ; dfE = _____18______
SST = ____ 2448.11 ______ ; dfT = _______27____

b)

critical value=3.16

test stat=4.11

decision: reject Ho

c) eta squared = 848.39/2448.11=0.347 (medium)

d) -At least one week differs on the GRE verbal score.

e)

test stat = mean difference/√(MSE/n)
1 vs. 3: difference = _____0.86_____ ; significant: ---Select---NO
2 vs. 3: difference =_____-8.86______ ; significant: ---Select---NO

f)

Test statistic, F'=   (X̅I - X̅j)²/(MSE*√(1ni+1/nj))

1 vs. 3: test statistic = ______0.0200______ ; significant: --- NO
1 vs. 2: test statistic = ______2.563______ ; significant: --- No


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