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Average Dose-Response Function (ADRF) Estimation on 5 DGPs Suite Aggregate p=0.25 synthetic (test)
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0.276
Worst Cell Level-RMSE
Huber-DML
0.246
0.4485
0.651
0.8535
Apr 30, 2026
Worst Cell Level-RMSE
Mean Level-RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Worst Cell Level-RMSE
Mean Level-RMSE
Huber-DML
Contamination level (p...
2026.04
0.276
0.202
SHIFT
Contamination level (p...
2026.04
0.325
0.224
Naive-LL
Contamination level (p...
2026.04
0.348
0.323
Quantile-DML
Contamination level (p...
2026.04
0.364
0.217
Standard-DML
Contamination level (p...
2026.04
0.376
0.335
Winsor-DML
Contamination level (p...
2026.04
0.379
0.308
GNC-Fixed
Contamination level (p...
2026.04
1.026
0.38
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