In: Statistics and Probability
| 3. Some researchers have observed a greater airway resistance in smokers than in non-smokers. | ||
| Suppose a study, conducted to compare the percent of tracheobronchial retention of particles in | ||
| smoking-discordant monozygotic (identical) twins, yielded the following results: | ||
| Smoking Twin | Non-Smoking Twin | |
| 60.6 | 47.5 | |
| 12.0 | 13.3 | |
| 56.0 | 33.0 | |
| 75.2 | 55.2 | |
| 12.5 | 21.9 | |
| 29.7 | 27.9 | |
| 57.2 | 54.3 | |
| 62.7 | 13.9 | |
| 28.7 | 8.9 | |
| 66.0 | 46.1 | |
| 25.2 | 29.8 | |
| 40.1 | 36.2 | |
| Do these data support the hypothesis that tracheobronchial clearance is slower in smokers? Make no |
|
assumptions and show all work. |
| Ho: |
| Ha: |
| test-statistic: |
| df: |
| Exact P value for the test-statistic |
| Conclusion relative to the hypothesis: |
Testing the equality of variances of Smoking and Non-smoking twin,
Using Minitab software, (Stat -> Basic Statistics -> 2 Variances test), we get the following output -

Since P-value > 0.05, so at 5% level of significance, we can conclude that two variances are not significantly different.
To test whether tracheobronchial clearance is slower in smokers, we need to perform 2 sample t test with pooled variance.

Conclusion - There is insufficient evidence to conclude that tracheobronchial clearance is slower in smokers.