Average Dose-Response Function (ADRF) Estimation on 5 DGPs Suite Aggregate p=0.25 synthetic (test)
0.276Worst Cell Level-RMSEHuber-DML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.276 | 0.202 | |
| SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.325 | 0.224 | |
| Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.348 | 0.323 | |
| Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.364 | 0.217 | |
| Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.376 | 0.335 | |
| Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.379 | 0.308 | |
| GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 1.026 | 0.38 |