Average Dose-Response Function (ADRF) Estimation on sinusoidal_asymmetric (p=0.25, n=800) synthetic (test)
0.185Level-RMSEHuber-DML
Evaluation results
| Method | Links | |
|---|---|---|
| Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.185 | |
| Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.192 | |
| SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.219 | |
| GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.251 | |
| Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.264 | |
| Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.297 | |
| Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.326 |