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ResearchFormerly WizWand

Treatment Effect Estimation on Linear synthetic scenario Case a

0.02MAESurrogate index
0.01440.05220.090.1278May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Surrogate indexLearner type=linear2026.050.020.93
Surrogate indexLearner type=hgb2026.050.030.93
Surrogate Sampl.Learner type=linear2026.050.030.94
Reg.-sel.-reg.Learner type=linear2026.050.050.86
Reg.-sel.-reg.Learner type=tree2026.050.060.85
Surrogate indexLearner type=tree2026.050.080.89
Bound reg.Learner type=tree2026.050.130.89
Outcome reg.Learner type=tree2026.050.140.89
Bound reg.Learner type=linear2026.050.140.91
Outcome reg.Learner type=linear2026.050.160.91