The table shows data from a study on the relationship betwee
The
table shows data from a study on the relationship between plasma vitamin A concentration (µmol/L) and stomach cancer.
How many stomach cancer cases are needed to achieve 80% power if the true difference in mean concentration is 0.20 (µmol/L) and a two-sided test is used at a .05 level of significance
| Mean | Stand. Dev./Error | Sample Size | |
| Stomach Cancer | 2.65 | 0.11 | 20 |
| Controls | 2.88 | No Error | 2421 |
Solution
ans) ES = ( mean difference of the sample- true mean difference) / 0.11 = (0.23 - 0.20 ) / 0.11 = 0.2727273...
n =required sample size = [( z-score ( 97.5%) + z-score ( 80%) ) / 0.2727273] ^2
= [ ( 1.96 + 0.84) / 0.2727273 ]^2 = 105.4045...
n= 106..106 stomach cancer cases are needed to achieve 80% power..
