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.