In: Statistics and Probability
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
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