TABLE 2.
(a) Datasets generated | |||||||
---|---|---|---|---|---|---|---|
continuous, identity | binary, identity | binary, logit | |||||
| |||||||
Scenario | 1 | 2 | 1 | 2 | 1 | 2 | |
| |||||||
Parameters | 0.9 | 0.62 | 0.9 | 0.62 | 0.9 | 0.62 | |
0.3 | 0.95 | 0.3 | 0.95 | 0.3 | 0.95 | ||
0.15 | 0.63 | 0.15 | 0.63 | 0.15 | 0.63 | ||
0.85 | 0.74 | 0.85 | 0.74 | 0.85 | 0.74 | ||
0.026 | 0.41955 | 0.09 | 0.2356 | 0.09 | 0.2356 | ||
0.294 | 0.026 | 0.21 | 0.0475 | 0.21 | 0.0475 | ||
0.026 | 0.46795 | 0.1275 | 0.2331 | 0.1275 | 0.2331 | ||
0.229 | 0.026 | 0.1275 | 0.1924 | 0.1275 | 0.1924 | ||
0.1 | 0.1 | 0.1 | 0.1 | 0.41 | 0.52 | ||
| |||||||
Sample size | 1524 | 1524 | 1494 | 1172 | 1514 | 1200 | |
1360 | 1622 | 1370 | 1200 | 1388 | 1232 | ||
1476 | 1640 | 1486 | 1216 | 1506 | 1254 | ||
1538 | 1538 | 1506 | 1182 | 1528 | 1210 | ||
306 | 306 | 320 | 236 | 304 | 240 | ||
272 | 326 | 274 | 240 | 278 | 248 | ||
296 | 328 | 298 | 244 | 302 | 252 | ||
308 | 308 | 302 | 238 | 306 | 242 | ||
| |||||||
For all scenarios: , | |||||||
(b) Simulation results | |||||||
continuous, identity | binary, identity | binary, logit | |||||
| |||||||
Scenario | 1 | 2 | 1 | 2 | 1 | 2 | |
| |||||||
Sample size | 1524 | 1524 | 1494 | 1172 | 1514 | 1200 | |
IPRW estimator | power | 93 [0.10] | 89 [0.10] | 94 [0.10] | 91 [0.10] | 94 [0.41] | 91 [0.52] |
| |||||||
Sample size | 1360 | 1622 | 1370 | 1200 | 1388 | 1232 | |
IPRW estimator | power | 90 [0.10] | 90 [0.10] | 91 [0.10] | 90 [0.10] | 92 [0.41] | 91 [0.52] |
| |||||||
Sample size | 1476 | 1640 | 1486 | 1216 | 1506 | 1254 | |
IPRW estimator | power | 92 [0.10] | 90 [0.10] | 94 [0.10] | 91 [0.10] | 94 [0.41] | 91 [0.52] |
| |||||||
Sample size | 1538 | 1538 | 1506 | 1182 | 1528 | 1210 | |
IPRW estimator | power | 93 [0.10] | 88 [0.10] | 94 [0.10] | 90 [0.10] | 94 [0.40] | 91 [0.52] |
displays the average estimated intervention effect across the 10 000 simulations