Using onefactor ANOVA with 30 observations we find at 05 t
Using one-factor ANOVA with 30 observations we find at ? = .05 that we cannot reject the null hypothesis of equal means. We increase the sample size from 30 observations to 60 observations and obtain the same value for the sample F-test statistic. Which is correct?
| It is impossible to get the same F-value for n = 60 as for n = 30. | |
| We cannot reject H0 since we obtained the same F-value. | |
| We might now be able to reject the null hypothesis. | |
| We surely must reject H0 for 60 observations. |
Solution
For example let us assume for 30 observeation 5 x 6
Then df = 4x5
For f value = 3, and 30 observations of 5 x6, p value = 0.1292
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Same F value =3, 6x10, df = 5x9
p value = 0.0725
Thus we observe that p value considerably varies.
Suppose alpha 0.05 lies between these two p values, decision will completely vary.
Hence correct answer is
| We might now be able to reject the null hypothesis. | |
