Average Dose-Response Function (ADRF) Estimation on parabola p=0.25, n=800 synthetic (test)
0.178Level-RMSEQuantile-DML
Evaluation Results
| Method | Links | |
|---|---|---|
| Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.178 | |
| Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.184 | |
| GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.201 | |
| SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.203 | |
| Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.225 | |
| Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.276 | |
| Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.319 | |
| Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.323 | |
| SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.325 | |
| Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.337 | |
| Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.349 | |
| Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.363 | |
| Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.364 | |
| GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 1.026 |