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

0.178Level-RMSEQuantile-DML
0.144080.373040.6020.83096Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.178
Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.184
GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.201
SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.203
Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.225
Huber-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.276
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=102026.040.323
SHIFTContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.325
Naive-LLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.337
Winsor-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.349
Standard-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.363
Quantile-DMLContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.040.364
GNC-FixedContamination level (p)=0.25, Sample size (n)=800, Number of seeds=102026.041.026