In: Statistics and Probability
1) Below are data on how much of a new generic drug was absorbed into patients’ bloodstream and how much of the reference drug was absorbed. Each patient received both drugs separated by a wash-out period. The order of which drug was received first was randomised. Do the drugs differ significantly in the amount absorbed in the blood?
|
Subj |
Reference |
Generic |
|
15 |
4108 |
1755 |
|
3 |
2526 |
1138 |
|
9 |
2779 |
1613 |
|
13 |
3852 |
2254 |
|
12 |
1833 |
1310 |
|
8 |
2463 |
2120 |
|
18 |
2059 |
1851 |
|
20 |
1709 |
1878 |
|
17 |
1829 |
1682 |
|
2 |
2594 |
2613 |
|
4 |
2344 |
2738 |
|
16 |
1864 |
2302 |
|
6 |
1022 |
1284 |
|
10 |
2256 |
3052 |
|
5 |
938 |
1287 |
|
7 |
1339 |
1930 |
|
14 |
1262 |
1964 |
|
11 |
1438 |
2549 |
|
1 |
1735 |
3340 |
|
19 |
1020 |
3050 |
Here we have paired data. Let d = Reference - Generic
Following table shows the calculations:
| Subj | Reference | Generic | d | (d-mean)^2 |
| 15 | 4108 | 1755 | 2353 | 5712100 |
| 3 | 2526 | 1138 | 1388 | 2030625 |
| 9 | 2779 | 1613 | 1166 | 1447209 |
| 13 | 3852 | 2254 | 1598 | 2673225 |
| 12 | 1833 | 1310 | 523 | 313600 |
| 8 | 2463 | 2120 | 343 | 144400 |
| 18 | 2059 | 1851 | 208 | 60025 |
| 20 | 1709 | 1878 | -169 | 17424 |
| 17 | 1829 | 1682 | 147 | 33856 |
| 2 | 2594 | 2613 | -19 | 324 |
| 4 | 2344 | 2738 | -394 | 127449 |
| 16 | 1864 | 2302 | -438 | 160801 |
| 6 | 1022 | 1284 | -262 | 50625 |
| 10 | 2256 | 3052 | -796 | 576081 |
| 5 | 938 | 1287 | -349 | 97344 |
| 7 | 1339 | 1930 | -591 | 306916 |
| 14 | 1262 | 1964 | -702 | 442225 |
| 11 | 1438 | 2549 | -1111 | 1153476 |
| 1 | 1735 | 3340 | -1605 | 2458624 |
| 19 | 1020 | 3050 | -2030 | 3972049 |
| Total | -740 | 21778378 |
Sample size: n=20


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Conclusion: We cannot conclude that the drugs differ significantly in the amount absorbed in the blood.