Causal Inference on BC out-of-sample
0.69sqrt(PEHE)DISIV
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DISIVWeighting configuration (wC-wU)=0.5-0.52026.02 | 0.69 | 0.4 | |
| DISIVWeighting configuration (wC-wU)=0.5-1.02026.02 | 0.72 | 0.4 | |
| CFRWeighting configuration (wC-wU)=0.5-0.52026.02 | 0.78 | 0.62 | |
| NETDECONFWeighting configuration (wC-wU)=0.5-0.52026.02 | 0.83 | 0.47 | |
| NETIVWeighting configuration (wC-wU)=0.5-0.52026.02 | 0.91 | 0.6 | |
| DISIVWeighting configuration (wC-wU)=1.0-1.02026.02 | 1.13 | 0.6 | |
| DEEPIVWeighting configuration (wC-wU)=0.5-1.02026.02 | 1.22 | 1.21 | |
| DEEPIVWeighting configuration (wC-wU)=0.5-0.52026.02 | 1.31 | 1.26 | |
| NETIVWeighting configuration (wC-wU)=1.0-1.02026.02 | 1.31 | 0.6 | |
| NETIVWeighting configuration (wC-wU)=0.5-1.02026.02 | 1.33 | 0.52 | |
| CFRWeighting configuration (wC-wU)=0.5-1.02026.02 | 1.34 | 1.33 | |
| NETDECONFWeighting configuration (wC-wU)=1.0-1.02026.02 | 1.34 | 0.7 | |
| CFRWeighting configuration (wC-wU)=1.0-1.02026.02 | 1.35 | 1.34 | |
| TARNETWeighting configuration (wC-wU)=0.5-0.52026.02 | 1.46 | 0.88 | |
| NETDECONFWeighting configuration (wC-wU)=0.5-1.02026.02 | 1.55 | 1.18 | |
| TARNETWeighting configuration (wC-wU)=1.0-1.02026.02 | 2.01 | 1.95 | |
| TARNETWeighting configuration (wC-wU)=0.5-1.02026.02 | 2.18 | 1.67 | |
| DEEPIVWeighting configuration (wC-wU)=1.0-1.02026.02 | 3.27 | 3.26 |