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Average Dose-Response Function (ADRF) Estimation on sinusoidal (p=0.25, n=800) synthetic (test)

0.132Level-RMSEQuantile-DML
0.122120.188810.25550.32219Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.132
Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.149
SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.152
GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.175
Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.216
Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.217
SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.221
GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.245
Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.261
Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.319
Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.341
Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.348
Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.376
Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.379