In: Statistics and Probability
Group A has three scores, 32, 23, 16. Group B has three scores, 23, 35, 11. Group C has three scores, 49, 37, 42. Calculate the F-value. Round to one digit.
1 points
QUESTION 9
Group A has three scores, 11, 26, 22. Group B has three scores, 16, 28, 33. Group C has three scores, 21, 36, 25. Calculate the grand mean (round to two digits).
1 points
QUESTION 10
Group A has three scores, 24, 36, 29. Group B has three scores, 45, 50, 12. Group C has three scores, 18, 27, 10. Calculate MS effect (Mean squared error for the Effect). Round to one digit.
8) From the given data, the summary statistics are as below
A | B | C | |
Total | 71 | 69 | 128 |
n | 3 | 3 | 3 |
Mean | 23.67 | 23.000 | 42.67 |
SS | 128.67 | 288 | 72.67 |
K = number of rows = 3 and N = Total Observations = 9
DF 1 = DF between = k - 1 = 3 - 1 = 2
DF 2 = DF Error = N - k = 9 - 3 = 6
Overall Mean = (71 + 69 + 128) / 9 = 29.78
SS between = SUM [ n * ( - Overall Mean)2] = 3 * (23.67 - 29.78)2 + 3 * (23 - 29.78)2 + 3 * (42.67 - 29.78)2 = 748.24
MS Between = SS between / DF 1 = 748.24 / 2 = 374.12
SS error = SUM(SS) = 128.67 + 288 + 72.67 = 489.34
MS Error = SS error / DF2 = 489.34/6 = 81.56
F = SS between / MS between = 374.12 / 81.56 = 4.6
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Q9) Grand Mean = Sum of all scores / Number of scores = (11 + 26 + 22 + 16 + 28 + 33 + 21 + 36 + 25) / 9 = 218/9 = 24.22
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Q10) The Summary Statistics from the given data are as below
A | B | C | |
Total | 89 | 107 | 55 |
n | 3 | 3 | 3 |
Mean | 29.667 | 35.667 | 18.333 |
SS | 72.67 | 852.67 | 144.67 |
k = 3 and N = 9. DF Error = N - k = 9 - 3 = 6
SS error = SUM (Sum of Squares) = 72.67 + 852.67 + 144.67 = 1070 (Calculations shown below)
MS error = SS error / DF error = 1070 / 6 = 178.3
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SS In Question 8
SS = (X - )2.
For Group A
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1 | 32 | 23.667 | 69.438889 | |||
2 | 23 | 23.667 | 0.444889 | |||
3 | 16 | 23.667 | 58.782889 | |||
Total | 71 | 128.67 |
For Group B
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1 | 23 | 23 | 0 | |||
2 | 35 | 23 | 144 | |||
3 | 11 | 23 | 144 | |||
Total | 69 | 288 |
For Group C
Sample 3 | Mean3 | (X - )2. | |
1 | 49 | 42.667 | 40.10689 |
2 | 37 | 42.667 | 32.11489 |
3 | 42 | 42.667 | 0.444889 |
Total | 128 | 72.67 |
SS = 128.67 + 288 + 72.67 = 489.33
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SS In Question (10)
SS = (X - )2.
For Group A
Sample 1 | Mean 1 | (X - )2 | |
1 | 24 | 29.667 | 32.114889 |
2 | 36 | 29.667 | 40.106889 |
3 | 29 | 29.667 | 0.444889 |
Total | 89 | 72.67 |
For Group B
Sample 2 | Mean2 | (X - )2 | |
1 | 45 | 35.667 | 87.104889 |
2 | 50 | 35.667 | 205.434889 |
3 | 12 | 35.667 | 560.126889 |
Total | 107 | 852.67 |
For Group C
Sample 3 | Mean3 | (X - )2 | |
1 | 18 | 18.333 | 0.110889 |
2 | 27 | 18.333 | 75.11689 |
3 | 10 | 18.333 | 69.43889 |
Total | 55 | 144.67 |
Therefore the SS = 72.67 + 852.67 + 144.67 = 1070
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