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Counterfactual Estimation on Synthetic Data binary horizon 10
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0.66
Linear RMSE
TSC
0.65116
0.71083
0.7705
0.83017
Feb 4, 2026
Linear RMSE
Hinge RMSE
Quadratic RMSE
Time-varying RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Linear RMSE
Hinge RMSE
Quadratic RMSE
Time-varying RMSE
TSC
Prediction Horizon=10
2026.02
0.66
0.635
0.724
0.315
Augmented SCM
Prediction Horizon=10
2026.02
0.705
0.74
0.882
0.448
Classical SCM
Prediction Horizon=10
2026.02
0.844
0.96
0.794
0.369
Plug-in estimator
Prediction Horizon=10
2026.02
0.881
0.966
0.629
0.335
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