3. As part of a research project into the role played by cholesterol in the development of heart disease a random sample of 100 patients was put on a special fish-based diet. A different random sample of 80 patients was kept on a standard high-protein low-fat diet. After several weeks their blood cholesterol was measured and the results summarised in the table below.
| Group | Sample size | | Mean drop in | | cholesterol (mg/dl) |
| Standard deviation |
| Special diet | 100 | 75 | 22 |
| Standard diet | 80 | 64 | 31 |
- Stating your hypotheses clearly and using a \(5 \%\) level of significance, test whether or not the special diet is more effective in reducing blood cholesterol levels than the standard diet.
- Explain briefly any assumptions you made in order to carry out this test.