ATE Estimation on Synth. data
0.006MSEMin SMD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Min SMDNumber of confounders=02024.07 | 0.006 | — | |
| Min A2ANumber of confounders=52024.07 | 0.013 | — | |
| Min SMDNumber of confounders=92024.07 | 0.019 | — | |
| SMD x A2ANumber of confounders=02024.07 | 0.022 | 0.032 | |
| Min A2ANumber of confounders=102024.07 | 0.023 | — | |
| Min SMDNumber of confounders=82024.07 | 0.025 | — | |
| ParetoNumber of confounders=52024.07 | 0.026 | 0.018 | |
| Min A2ANumber of confounders=32024.07 | 0.028 | — | |
| Min A2ANumber of confounders=22024.07 | 0.03 | — | |
| Min SMDNumber of confounders=72024.07 | 0.03 | — | |
| ParetoNumber of confounders=82024.07 | 0.03 | 0.007 | |
| ParetoNumber of confounders=102024.07 | 0.03 | 0.032 | |
| SMDNumber of confounders=82024.07 | 0.034 | 0.046 | |
| SMD x A2ANumber of confounders=82024.07 | 0.034 | 0.029 | |
| ParetoNumber of confounders=02024.07 | 0.035 | 0.031 | |
| Min A2ANumber of confounders=82024.07 | 0.035 | — | |
| ParetoNumber of confounders=72024.07 | 0.037 | 0.033 | |
| Min A2ANumber of confounders=12024.07 | 0.039 | — | |
| Min SMDNumber of confounders=42024.07 | 0.039 | — | |
| Min SMDNumber of confounders=52024.07 | 0.039 | — | |
| Min A2ANumber of confounders=42024.07 | 0.041 | — | |
| SMDNumber of confounders=72024.07 | 0.041 | 0.067 | |
| SMD x A2ANumber of confounders=12024.07 | 0.043 | 0.003 | |
| SMD x A2ANumber of confounders=22024.07 | 0.043 | 0.013 | |
| ParetoNumber of confounders=92024.07 | 0.043 | 0.038 | |
| Min SMDNumber of confounders=102024.07 | 0.044 | — | |
| ParetoNumber of confounders=12024.07 | 0.045 | 0.003 | |
| ParetoNumber of confounders=22024.07 | 0.046 | 0.013 | |
| ParetoNumber of confounders=42024.07 | 0.046 | 0.012 | |
| SMD x A2ANumber of confounders=72024.07 | 0.046 | 0.043 | |
| Min SMDNumber of confounders=62024.07 | 0.049 | — | |
| SMDNumber of confounders=92024.07 | 0.049 | 0.079 | |
| SMD x A2ANumber of confounders=102024.07 | 0.051 | 0.038 | |
| Min SMDNumber of confounders=12024.07 | 0.052 | — | |
| SMDNumber of confounders=102024.07 | 0.052 | 0.078 | |
| SMD x A2ANumber of confounders=92024.07 | 0.053 | 0.07 | |
| SMDNumber of confounders=02024.07 | 0.054 | 0.067 | |
| SMDNumber of confounders=52024.07 | 0.057 | 0.087 | |
| SMD x A2ANumber of confounders=52024.07 | 0.057 | 0.064 | |
| Min SMDNumber of confounders=22024.07 | 0.058 | — | |
| SMDNumber of confounders=42024.07 | 0.059 | 0.096 | |
| SMD x A2ANumber of confounders=42024.07 | 0.06 | 0.046 | |
| SMD x A2ANumber of confounders=32024.07 | 0.062 | 0.079 | |
| Min A2ANumber of confounders=02024.07 | 0.063 | — | |
| SMDNumber of confounders=22024.07 | 0.063 | 0.099 | |
| ParetoNumber of confounders=62024.07 | 0.063 | 0.028 | |
| ParetoNumber of confounders=32024.07 | 0.066 | 0.094 | |
| SMDNumber of confounders=62024.07 | 0.066 | 0.095 | |
| SMDNumber of confounders=32024.07 | 0.069 | 0.122 | |
| SMDNumber of confounders=12024.07 | 0.07 | 0.099 | |
| Min A2ANumber of confounders=72024.07 | 0.074 | — | |
| Min A2ANumber of confounders=92024.07 | 0.093 | — | |
| SMD x A2ANumber of confounders=62024.07 | 0.094 | 0 | |
| Min A2ANumber of confounders=62024.07 | 0.094 | — | |
| Min SMDNumber of confounders=32024.07 | 0.103 | — |