In: Math
At a gymnastics meet, three judges evaluate the balance beam performances of five gymnasts. The judges use a scale of 1 to 10, where 10 is a perfect score. A statistician wants to examine the objectivity and consistency of the judges. Assume scores are normally distributed. (You may find it useful to reference the q table.)
Judge 1 | Judge 2 | Judge 3 | |
Gymnast 1 | 7.9 | 8.7 | 7.6 |
Gymnast 2 | 6.5 | 7.8 | 8.6 |
Gymnast 3 | 7.8 | 7.7 | 7.8 |
Gymnast 4 | 9.4 | 9.4 | 8.3 |
Gymnast 5 | 6.4 | 6.6 | 7.0 |
a-1. Construct an ANOVA table. (Round intermediate calculations to at least 4 decimal places. Round "SS", "MS", "p-value" to 4 decimal places and "F" to 3 decimal places.)
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a-2. If average scores differ by gymnast, use Tukey’s HSD method at the 5% significance level to determine which gymnasts’ performances differ. (Negative values should be indicated by a minus sign. Round intermediate calculations to at least 4 decimal places. Round your answers to 2 decimal places.)
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a-1)
ANOVA | |||||
Source of Variation | SS | df | MS | F | P-value |
Rows | 8.7000 | 4 | 2.1750 | 5.112 | 0.0242 |
Columns | 0.4893 | 2 | 0.2447 | 0.575 | 0.5843 |
Error | 3.4040 | 8 | 0.4255 | ||
Total | 12.5933 | 14 |
a-2)
Tukey-Kramer Multiple Comparisons | |||||||||||
Sample | Sample | Absolute | Critical | confidence interval | |||||||
Group | Mean | Size | Comparison | Difference | Range | Results | lower bound | upper bound | |||
1: Gymnast 1 | 8.066667 | 3 | Group 1 to Group 2 | 0.43 | 1.84 | Means are not different | -1.41 | 2.27 | |||
2: Gymnast 2 | 7.633333 | 3 | Group 1 to Group 3 | 0.30 | 1.84 | Means are not different | -1.54 | 2.14 | |||
3: Gymnast 3 | 7.766667 | 3 | Group 1 to Group 4 | -0.97 | 1.84 | Means are not different | -2.81 | 0.87 | |||
4: Gymnast 4 | 9.033333 | 3 | Group 1 to Group 5 | 1.40 | 1.84 | Means are not different | -0.44 | 3.24 | |||
5: Gymnast 5 | 6.666667 | 3 | Group 2 to Group 3 | -0.13 | 1.84 | Means are not different | -1.97 | 1.71 | |||
Group 2 to Group 4 | -1.40 | 1.84 | Means are not different | -3.24 | 0.44 | ||||||
Other Data | Group 2 to Group 5 | 0.97 | 1.84 | Means are not different | -0.87 | 2.81 | |||||
Level of significance | 0.05 | Group 3 to Group 4 | -1.27 | 1.84 | Means are not different | -3.11 | 0.57 | ||||
Numerator d.f. | 5 | Group 3 to Group 5 | 1.10 | 1.84 | Means are not different | -0.74 | 2.94 | ||||
Denominator d.f. | 8 | Group 4 to Group 5 | 2.37 | 1.84 | Means are different | 0.53 | 4.21 | ||||
MSW | 0.4255 | ||||||||||
Q Statistic | 4.8858 |
please revert for doubts/....