Table 3:
Timing information for the simulation study using the canonical metric. Time refers to the amount of time required to perform all 20,000 mean calculations needed for the bootstrap test. Iterations refers to the number of iterations needed for the averaging algorithm to converge for the original sample, where each “a/b” entry represents the quantity for group a and b, respectively.
| n | m | Case 1 |
Case 2 |
Case 3 |
|||
|---|---|---|---|---|---|---|---|
| Time (sec) | Iterations | Time (sec) | Iterations | Time (sec) | Iterations | ||
| 6 | 6 | 772.7 | 12/10 | 477.6 | 8/6 | 543.6 | 8/7 |
| 6 | 24 | 261.4 | 4/4 | 287.3 | 4/4 | 308.8 | 4/4 |
| 6 | 96 | 226.1 | 3/3 | 227.8 | 3/3 | 225.2 | 3/3 |
| 6 | 192 | 224.0 | 3/3 | 229.8 | 3/3 | 240.5 | 3/3 |
| 6 | 288 | 208.0 | 2/3 | 232.2 | 3/3 | 234.2 | 3/3 |
| 18 | 6 | 1811.4 | 9/8 | 1622.5 | 7/9 | 1697.9 | 8/7 |
| 18 | 24 | 806.5 | 4/4 | 826.3 | 4/4 | 877.8 | 4/5 |
| 18 | 96 | 627.5 | 3/3 | 638.3 | 3/3 | 634.3 | 3/3 |
| 18 | 192 | 650.7 | 3/3 | 663.3 | 3/3 | 641.9 | 3/3 |
| 18 | 288 | 650.6 | 3/3 | 715.1 | 3/3 | 642.1 | 3/3 |
| 36 | 6 | 2923.9 | 6/7 | 3132.0 | 8/8 | 3380.2 | 8/9 |
| 36 | 24 | 1541.8 | 4/4 | 1569.3 | 4/4 | 1575.4 | 4/4 |
| 36 | 96 | 1300.9 | 3/3 | 1212.4 | 3/3 | 1248.3 | 3/3 |
| 36 | 192 | 1347.4 | 3/3 | 1289.6 | 3/3 | 1286.0 | 3/3 |
| 36 | 288 | 1383.1 | 3/3 | 1311.4 | 3/3 | 1360.6 | 3/3 |