In: Statistics and Probability
The following is an incomplete F-table summarizing the results of a study of the variance of life satisfaction scores among unemployed, retired, part-time, and full-time employees.
Source of Variation | SS | df | MS | F |
---|---|---|---|---|
Between groups | 23 | |||
Within groups (error) | 36 | |||
Total | 153 |
(a) Complete the F-table. (Round your values for mean squares and F to two decimal places.)
Source of Variation | SS | df | MS | F |
---|---|---|---|---|
Between groups | 23 | |||
Within groups (error) | 36 | |||
Total | 153 |
(b) Compute omega-squared
(ω2).
(Round your answer to two decimal places.)
ω2 =
Solution:
Part 1)
Given: The following is an incomplete F-table summarizing the results of a study of the variance of life satisfaction scores among 1) unemployed, 2) retired, 3) part-time, and 4) full-time employees.
Thus k = Number of groups = 4
Source of Variation | SS | df | MS | F |
---|---|---|---|---|
Between groups | 23 | |||
Within groups (error) | 36 | |||
Total | 153 |
We have to complete the F-table.
dfbetween = k - 1
dfbetween = 4 - 1
dfbetween = 3
MSbetween = 23
thus
MSbetween = SSbetween / dfbetween
23 = SSbetween / 3
SSbetween = 23 X 3
SSbetween = 69
We have:
SStotal = 153
thus
SSwithin = SStotal - SSbetween
SSwithin = 153 - 69
SSwithin = 84
and
dfwithin = 36
thus
MSwithin =SSwithin / dfwithin
MSwithin = 84 / 36
MSwithin = 2.33
and
dftotal = dfbetween + dfwithin
dftotal = 3 + 36
dftotal = 39
Thus
F = MSbetween / MSwithin
F = 23 / 2.33
F = 9.86
thus
Source of Variation | SS | df | MS | F |
---|---|---|---|---|
Between Groups | 69 | 3 | 23.00 | 9.86 |
Within Groups | 84 | 36 | 2.33 | |
Total | 153 | 39 |
Part b)
Compute omega-squared (ω2).