In: Statistics and Probability
Complete subsequent Tukey Tests and LSD tests on all significant effects and state your conclusions. When conducting post hoc tests for the type of infection x Time interaction, I want you to examine the effects of type of brain damage at each level of time.
1-2 Years 3-5 Years 7-10 Years
Postencephalitic 71.7 62.25 50.00
Postmeningitic 82.0 79.25 60.0
Postoperative Control 71.75 81.75 89.75
Main Effect of Infection
Postencephalitic Postmeningitic Postoperative Control
61.32 73.75 81.08
Critical difference Tukey =
Critical difference LSD =
Conclusions Tukey:
Conclusions LSD:
Subsequent Tests for Infection x Time Interaction
Critical Difference Tukey =
Critical Difference LSD =
1-2 years
Conclusions: Tukey:
Conclusions: LSD:
3-5 years
Conclusions: Tukey:
Conclusions: LSD:
7-10 years
Conclusions: Tukey:
Conclusions: LSD:
Given,
1-2 Years 3-5 Years 7-10 Years
Postencephalitic 71.7 62.25 50.00
Postmeningitic 82.0 79.25 60.0
Postoperative Control 71.75 81.75 89.75
Main Effect of Infection
Postencephalitic Postmeningitic Postoperative Control
61.32 73.75 81.08
The formula for Tukey HSD:
Where:
Mi – Mj is the difference between the pair of means. to calculate this, Mi should be larger than Mj
MSw is the Mean Square Within, and n is the number in the group or treatment.
Groups count sum average variance
Postencephalitic 3 183.95 61.32 10.88
Postmeningitic 3 220.05 73.75 11.98
Postoperative Control 3 243.24 81.08 9.01
X1 ? X2 = 61.32 ? 73.75 = -12.43
X1 ? X3 = 61.32 ?81.08= -19.76
X 2 ? X3 = 73.75 ?81.08 = ?7.33
F value: 2.616886?
P value: 0.152362?
The formula for the least significant
difference is:
Where:
t = critical value from the t-distribution table
MSw = mean square within, obtained from the results of your ANOVA
test
n = number of scores used to calculate the means
Critical Values for the Tukey Q Test
d.f. = N – K (ANOVA Error or Within d.f.) for ANOVA: Single Factor
d.f. = N – R*C (ANOVA Within d.f.) for ANOVA: Two-Factor With Replication
d.f. = (R – 1)*(C – 1) (ANOVA Error d.f.) for ANOVA: Two-Factor Without Replication
Number of Groups (Treatments) = K
Lsd result SS df MS F |
||||
---|---|---|---|---|
Between | 135.2882 2 67.6441 0.3527 | |||
Within | 1150.5933 6 191.7656 | |||
Total | 1285.8815 8 |
LSD 0
SS = Sum of Squares, | df = Degrees of Freedom | ||||||||||||||||
MS = Mean Squares, | F = F - Ratio Test | ||||||||||||||||
LSD = Fisherman's Least Significant Difference Main Effect of Infection
LSD 0 1-2 years |
Lsd result SS df MS F |
||||
---|---|---|---|---|
Between 0 0 - - | ||||
Within 70.385 2 35.1925 | ||||
Total 70.385 2 |
LSD 0
3-5 years |
Lsd result SS df MS F |
||||
---|---|---|---|---|
Between 0 0 - - | ||||
Within 225.1667 2 112.5833 | ||||
Total 225.1667 2 |
7-10 years |
Lsd result SS df MS F |
||||
---|---|---|---|---|
Between 0 0 - - | ||||
Within 855.0417 2 427.5208 | ||||
Total 855.0417 2 |
LSD 0