In: Statistics and Probability
Group A has three scores, 15, 34, 16. Group B has three scores, 21, 16, 38. Group C has three scores, 35, 13, 10. Calculate SS effect. Round to one digit. 1 points
QUESTION 8 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.
Q7) For the given data, the summary stats are as below
A | B | C | |
Total | 65 | 75 | 58 |
n | 3 | 3 | 3 |
Mean | 21.67 | 25.000 | 19.33 |
SS | 228.67 | 266 | 372.67 |
SS Effect = SS error = SUM (Sum of squares) = 228.67 + 266 + 372.67 = 867.3
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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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SS for Question (7)
SS = (X - )2.
For Group A
Sample 1 | Mean 1 | SS1 | |
1 | 15 | 21.667 | 44.448889 |
2 | 34 | 21.667 | 152.102889 |
3 | 16 | 21.667 | 32.114889 |
Total | 65 | 228.67 |
For Group B
Sample 2 | Mean2 | SS2 | |
1 | 21 | 25 | 16 |
2 | 16 | 25 | 81 |
3 | 38 | 25 | 169 |
4 | 75 | 266 |
For Group C
Sample 3 | Mean3 | SS3 | |
1 | 35 | 19.333 | 245.4549 |
2 | 13 | 19.333 | 40.10689 |
3 | 10 | 19.333 | 87.10489 |
Total | 58 | 372.67 |
Therefore Sum of Squares = 228.67 + 266 + 372.67 = 867.33
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SS In Question 8
SS = (X - )2.
For Group A
Sample 1 | Mean 1 | (X - )2. | |
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
Sample 2 | Mean 2 | (X - )2. | |
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