Individualized Treatment Rule Estimation on Scenario 1
1.017Policy Value (PV)PDRO
Evaluation Results
| Method | Links | |
|---|---|---|
| PDROSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 1.017 | |
| PDROSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 1.008 | |
| PDROSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.984 | |
| NaiveSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.733 | |
| NaiveSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.719 | |
| NaiveSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.695 | |
| DROSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.674 | |
| DROSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.655 | |
| DROSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.629 | |
| MR-CATESample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.613 | |
| MPLSample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.608 | |
| MPLSample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.601 | |
| MR-CATESample size (n)=1000, Replications=200, Delta (δ)=0.752026.03 | 0.596 | |
| MPLSample size (n)=500, Replications=200, Delta (δ)=0.752026.03 | 0.59 | |
| MR-CATESample size (n)=2000, Replications=200, Delta (δ)=0.752026.03 | 0.575 |