In: Statistics and Probability
Body fluids were examined from Patients with a Chondrosarcoma over the time after initial treatment and remission. The levels of a particular chemotherapeutic drug were followed over a selected week. The "Nadir" or a minimum level was selected for analysis. Two weeks have been chosen for this analysis: one early in the treatment (Nadir 1); the other at the end of the treatment (Nadir 8)
Do the two nadirs differ? In particular, is Nadir 8 below Nadir 1? Use three test, one of which is parametric. Paired Data Problem
| Subject | NADIR 1 | NADIR 8 |
| 1 | 13.2 | 14 |
| 2 | 11.2 | 13.8 |
| 3 | 13.9 | 12.2 |
| 4 | 10.2 | 11.8 |
| 5 | 11.1 | 10.1 |
| 6 | 12.7 | 7.5 |
| 7 | 12 | 11.6 |
| 8 | 9.3 | 10.4 |
| 9 | 12.9 | 11.5 |
| 10 | 12.8 | 11.5 |
| 11 | 11.6 | 9.2 |
| 12 | 10.8 | 9.6 |
| 13 | 11.2 | 11.6 |
| 14 | 14.2 | 11.2 |
| 15 | 10.8 | 11.6 |
| 16 | 12.3 | 11.4 |
| 17 | 12.4 | 10.9 |
| 18 | 11.1 | 10.2 |
| 19 | 12.4 | 12.5 |
| 20 | 11.4 | 10.5 |
| 21 | 11.2 | 10.5 |
| 22 | 11.2 | 8.4 |
| 23 | 11.9 | 8.6 |
| 24 | 12.6 | 12 |
| 25 | 11.5 | 12.9 |
| 26 | 12 | 12 |
| 27 | 10.8 | 12 |
| 28 | 11.1 | 10.5 |
| 29 | 12 | 9.4 |
| 30 | 11.7 | 12 |
The hypothesis being tested is:
H0: µd = 0
Ha: µd ≠ 0
| Subject | NADIR 1 | NADIR 8 | Difference |
| 1 | 13.2 | 14 | -0.8 |
| 2 | 11.2 | 13.8 | -2.6 |
| 3 | 13.9 | 12.2 | 1.7 |
| 4 | 10.2 | 11.8 | -1.6 |
| 5 | 11.1 | 10.1 | 1 |
| 6 | 12.7 | 7.5 | 5.2 |
| 7 | 12 | 11.6 | 0.4 |
| 8 | 9.3 | 10.4 | -1.1 |
| 9 | 12.9 | 11.5 | 1.4 |
| 10 | 12.8 | 11.5 | 1.3 |
| 11 | 11.6 | 9.2 | 2.4 |
| 12 | 10.8 | 9.6 | 1.2 |
| 13 | 11.2 | 11.6 | -0.4 |
| 14 | 14.2 | 11.2 | 3 |
| 15 | 10.8 | 11.6 | -0.8 |
| 16 | 12.3 | 11.4 | 0.9 |
| 17 | 12.4 | 10.9 | 1.5 |
| 18 | 11.1 | 10.2 | 0.9 |
| 19 | 12.4 | 12.5 | -0.1 |
| 20 | 11.4 | 10.5 | 0.9 |
| 21 | 11.2 | 10.5 | 0.7 |
| 22 | 11.2 | 8.4 | 2.8 |
| 23 | 11.9 | 8.6 | 3.3 |
| 24 | 12.6 | 12 | 0.6 |
| 25 | 11.5 | 12.9 | -1.4 |
| 26 | 12 | 12 | 0 |
| 27 | 10.8 | 12 | -1.2 |
| 28 | 11.1 | 10.5 | 0.6 |
| 29 | 12 | 9.4 | 2.6 |
| 30 | 11.7 | 12 | -0.3 |
| 11.7833 | mean NADIR 1 | ||
| 11.0467 | mean NADIR 8 | ||
| 0.7367 | mean difference (NADIR 1 - NADIR 8) | ||
| 1.6765 | std. dev. | ||
| 0.3061 | std. error | ||
| 30 | n | ||
| 29 | df | ||
| 2.407 | t | ||
| .0227 | p-value (two-tailed) |
The p-value is 0.0227.
Since the p-value (0.0227) is less than the significance level (0.05), we can reject the null hypothesis.
Therefore, we can conclude that the two nadirs differ.
Please give me a thumbs-up if this helps you out. Thank you!