Individualized Treatment Rule Estimation on Scenario 2
1.095Policy Value (PV)PDRO
Evaluation results
| Method | Links | |
|---|---|---|
| PDROSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 1.095 | |
| PDROSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 1.038 | |
| PDROSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.904 | |
| NaiveSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.646 | |
| NaiveSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.6 | |
| DROSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.562 | |
| DROSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.526 | |
| NaiveSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.524 | |
| MR-CATESample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.523 | |
| MR-CATESample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.475 | |
| DROSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.429 | |
| MR-CATESample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.382 | |
| MPLSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.094 | |
| MPLSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.069 | |
| MPLSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.065 |