Develop an effect size measure (round to 2 decimal places) for Chapter 12 question 27 shown below: In an ANOVA table, the MSE is equal to 10. Random samples of six were selected from each of four populations, where the sum of squares total was 250. Numeric Response?
Answer:
Given,
MSE = 10
k = 4
Here it is given that there are 6 observations
N = 6*4
N = 24
Now consider,
SSE = (N - k)*MSE
substitute values
= (24 - 4)*10
= 20*10
SSE= 200
To determine SS treatment
SS treatment = SS Total - SSE
substitute known values
= 250 - 200
= 50
Now we have to consider,
Effect size measure 2
i.e.,
2 = SS treatment / SS Total
substitute values
2 = 50 / 250
2 = 0.20
Hence the effect size 2 = 0.20
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