Transportability on TBI
2.28Joint BiasIPW
Evaluation Results
| Method | Links | |
|---|---|---|
| IPWWeighting=Inverse Probability Weighting2024.09 | 2.28 | |
| Ours + EnergyRepresentation=Ours, Kernel=Energy distance2024.09 | 5 | |
| NSM + EnergyRepresentation=Neural Score Matching, Kernel=Energy distance2024.09 | 5.4 | |
| EntropyWeighting=Entropy balancing2024.09 | 7.63 | |
| UnweightedWeighting=Uniform2024.09 | 7.67 | |
| PS + EnergyRepresentation=Propensity Score, Kernel=Energy distance2024.09 | 7.79 | |
| PCA + EnergyRepresentation=PCA, Kernel=Energy distance2024.09 | 10.65 | |
| EnergyRepresentation=Original covariates, Kernel=Energy distance2024.09 | 10.69 | |
| PS + LinearRepresentation=Propensity Score, Kernel=Linear2024.09 | 13.22 | |
| Ours + LinearRepresentation=Ours, Kernel=Linear2024.09 | 18.5 | |
| NSM + LinearRepresentation=Neural Score Matching, Kernel=Linear2024.09 | 19.2 | |
| LinearRepresentation=Original covariates, Kernel=Linear2024.09 | 22.71 | |
| NN HeadWeighting=Neural Network Head2024.09 | 59.71 | |
| PCA + LinearRepresentation=PCA, Kernel=Linear2024.09 | 63.86 |