In: Statistics and Probability
Data from 4.10:
Multiple Comparisons |
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Dependent Variable: DyeStrength |
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Tukey HSD |
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(I) Color |
(J) Color |
Mean Difference (I-J) |
Std. Error |
Sig. |
95% Confidence Interval |
|
Lower Bound |
Upper Bound |
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Blue |
Green |
35.200* |
1.661 |
.000 |
31.08 |
39.32 |
Yellow |
20.700* |
1.661 |
.000 |
16.58 |
24.82 |
|
Green |
Blue |
-35.200* |
1.661 |
.000 |
-39.32 |
-31.08 |
Yellow |
-14.500* |
1.661 |
.000 |
-18.62 |
-10.38 |
|
Yellow |
Blue |
-20.700* |
1.661 |
.000 |
-24.82 |
-16.58 |
Green |
14.500* |
1.661 |
.000 |
10.38 |
18.62 |
|
*. The mean difference is significant at the 0.05 level. |
DyeStrength |
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Tukey HSDa |
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Color |
N |
Subset for alpha = 0.05 |
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1 |
2 |
3 |
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Green |
10 |
56.50 |
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Yellow |
10 |
71.00 |
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Blue |
10 |
91.70 |
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Sig. |
1.000 |
1.000 |
1.000 |
|
Means for groups in homogeneous subsets are displayed. |
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a. Uses Harmonic Mean Sample Size = 10.000. |
Problem Set 4.7: Tukey HSD Interpretation
Tukey criterion is,
We have to interpret Tukey HSD from above table
in table 4.10
Mean Difference (I-J) gives values of mean difference for 3 colours. and confidance interval is confidance interval for difference between these means.
here multiple comparisons are given
in table 4.10 sig value means p-value for this test.If p-value(Sig) < 0.05 then we conclude result significant at 0.05
Sig | |
Blue-Green | 0.0 <0.05 |
Blue-Yellow | 0.0 < 0.05 |
Green-Blue | 0.0<0.05 |
Green-Yellow | 0.0< 0.05 |
Yellow-Blue | 0.0 < 0.05 |
Yellow-Green | 0.0 < 0.05 |
From Tukey HSD test for three colours.All sig values are < 0.05 then we conclude that the result significant at 0.05.
or there are difference in means of all groups at 0.05