Using the sample results given below, drawn as 25 paired observations from their underlying distributions, test if the mean returns of the two portfolios differ from each other at the 1% level of statistical significance. Assume the underlying distributions of returns for each portfolio are normal and that their population variances are not known.
| Portfolio 1 | Portfolio 2 | Difference | |
| Mean Return | 17.00 | 21.25 | 4.25 |
| Standard Deviation | 15.50 | 15.75 | 6.25 |
| t-statistic for 24 df and at the 1% level of statistical significance=2.807 | |||
Based on the paired comparisons test of the two portfolios, the most appropriate conclusion is:
The test statistic is:
, where
is the mean difference
is the hypothesized difference in the means,
is the sample standard deviation of differences, and n is the sample size. In this case, the test statistic equals: (4.25 - 0) / (6.25 /