Table 6 The bias and RMSE for the population average treatment effect using various balancing methods on the IHDP datasets. The quasi-rerandomization (QReR) reconstructs the rerandomization under the acceptance probability \(p_a=0.1\)
Method | Bias | RMSE |
|---|---|---|
IPW | -0.853 | 1.143 |
PSM | 0.065 | 0.231 |
FM | -0.101 | 0.295 |
EBAL | -0.028 | 0.184 |
SBW | -0.030 | 0.180 |
EBCW | -0.028 | 0.184 |
\(\textrm{QReR}_{\textrm{M}} (p_a=0.1)\) | -0.021 | 0.191 |