Table 4:
Bias and standard deviation of the estimated ATT.
| Matching: Mean (SD) | ||||
|---|---|---|---|---|
| Outcome A | Outcome B | Outcome C | Outcome D | |
| mean ASMD | 0.310 (0.787) | 0.386 (1.134) | 0.997 (0.604) | 1.149 (0.962) |
| max ASMD | 0.273 (0.802) | 0.362 (1.161) | 0.960 (0.624) | 1.135 (0.975) |
| median ASMD | 1.617 (1.822) | 1.804 (2.096) | 2.027 (1.577) | 2.485 (2.049) |
| mean KS | 0.686 (1.308) | 0.877 (1.620) | 1.279 (1.060) | 1.486 (1.441) |
| mean t-statistic | 0.302 (0.785) | 0.362 (1.133) | 0.982 (0.598) | 1.132 (0.966) |
| kernel distance | 0.266 (0.763) | 0.341 (1.072) | 0.927 (0.595) | 1.075 (0.907) |
| prognostic score | 0.096 (0.369) | 0.186 (0.699) | 0.834 (0.269) | 0.935 (0.419) |
|
| ||||
| Inverse Probability Weighting: Mean (SD) | ||||
|
| ||||
| Outcome A | Outcome B | Outcome C | Outcome D | |
| mean ASMD | 0.622 (0.637) | 0.751 (0.858) | 1.283 (0.526) | 1.555 (0.786) |
| max ASMD | 0.637 (0.699) | 0.788 (0.946) | 1.273 (0.555) | 1.589 (0.858) |
| median ASMD | 1.756 (1.545) | 2.032 (1.791) | 2.211 (1.307) | 2.625 (1.666) |
| mean KS | 0.759 (0.699) | 0.930 (0.926) | 1.374 (0.566) | 1.711 (0.818) |
| mean t-statistic | 0.627 (0.639) | 0.760 (0.862) | 1.283 (0.526) | 1.562 (0.790) |
| kernel distance | 0.613 (0.598) | 0.740 (0.798) | 1.273 (0.512) | 1.542 (0.747) |
| prognostic score | 0.269 (0.415) | 0.373 (0.640) | 1.069 (0.311) | 1.205 (0.450) |
|
| ||||
| Subclassification: Mean (SD) | ||||
|
| ||||
| Outcome A | Outcome B | Outcome C | Outcome D | |
| mean ASMD | 0.648 (0.848) | 0.759 (1.146) | 1.288 (0.652) | 1.525 (1.022) |
| max ASMD | 0.605 (0.830) | 0.709 (1.131) | 1.265 (0.638) | 1.488 (1.037) |
| median ASMD | 1.961 (1.724) | 2.209 (1.975) | 2.400 (1.459) | 2.935 (1.958) |
| mean KS | 1.376 (1.435) | 1.589 (1.715) | 1.887 (1.185) | 2.265 (1.605) |
| mean t-statistic | 0.600 (0.787) | 0.705 (1.082) | 1.246 (0.600) | 1.466 (0.961) |
| kernel distance | 0.643 (0.607) | 0.766 (0.846) | 1.270 (0.487) | 1.528 (0.730) |
| prognostic score | 0.492 (0.653) | 0.575 (0.984) | 1.186 (0.535) | 1.413 (0.875) |