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.