Table 5 The bias and RMSE for the sample average treatment effect using quasi-rerandomization (QReR) and rerandomization (ReR) on the IHDP datasets, under the acceptance probability \(p_a= 0.1, 0.5, 1\)
\(p_a\) | Method | Bias | RMSE |
|---|---|---|---|
0.1 | \(\textrm{QReR}_{\textrm{S}}\) | -0.068 | 0.29 |
| Â | \(\textrm{QReR}_{\textrm{M}}\) | -0.016 | 0.19 |
| Â | ReR | -0.008 | 0.21 |
0.5 | \(\textrm{QReR}_{\textrm{S}}\) | 0.019 | 0.34 |
| Â | \(\textrm{QReR}_{\textrm{M}}\) | -0.035 | 0.19 |
| Â | ReR | 0.017 | 0.18 |
1 | \(\textrm{QReR}_{\textrm{S}}\) | -0.104 | 0.34 |
| Â | \(\textrm{QReR}_{\textrm{M}}\) | -0.031 | 0.18 |
| Â | ReR | -0.022 | 0.25 |