Suppose two drugs are tested for effectiveness. 10 patients consume drug 1 and measurements are taken. A month later, another set of 10 patients consume drug 2, and measurements are recorded. You need to conclude if there is a difference in average response between the two drugs based on the measurements in the table below. Now, choose the correct test.
Observation | Drug 1 | Drug 2 |
1 | 0.7 | 1.9 |
2 | -1.6 | 0.8 |
3 | -0.2 | 1.1 |
4 | -1.2 | 0.1 |
5 | -0.1 | -0.1 |
6 | 3.4 | 4.4 |
7 | 3.7 | 5.5 |
8 | 0.8 | 1.6 |
9 | 0 | 4.6 |
10 | 2 | 3.4 |
Two sample z-test on means |
Two sample z-test on variances |
Pooled t-test on means |
Paired t-test on means |
Two sample t-test on means |
Two sample t-test on variances |
Option 3. Pooled t-test on means.(Answer)
Reason: We cannot do Two sample Z test because the population variances are not known. Further we cannot do paired t-test because the data is on two independent samples. Again, we cannot do test on variances as we are interested in mean here. We can do two t-test on means under the assumption that the sample variances are different, however,here the sample variances are not that differemtand hence we can proceed with Pooled t-test on means.
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