Average Dose-Response Function (ADRF) Estimation on sinusoidal (p=0.25, n=800) synthetic (test)
0.132Level-RMSEQuantile-DML
Evaluation Results
| Method | Links | |
|---|---|---|
| Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.132 | |
| Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.149 | |
| SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.152 | |
| GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.175 | |
| Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.216 | |
| Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.217 | |
| SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.221 | |
| GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.245 | |
| Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.261 | |
| 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 | 0.341 | |
| Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.348 | |
| Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.376 | |
| Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.04 | 0.379 |