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ResearchFormerly WizWand

Treatment Effect Estimation on Linear synthetic scenario Case c

0.01MAESurrogate index
-0.08760.57121.231.8888May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Surrogate indexLearner type=linear2026.050.01
Surrogate Sampl.Learner type=linear2026.050.09
Surrogate indexLearner type=hgb2026.050.14
Bound reg.Learner type=tree2026.050.43
Surrogate indexLearner type=tree2026.050.72
Outcome reg.Learner type=tree2026.051.03
Bound reg.Learner type=linear2026.051.48
Outcome reg.Learner type=linear2026.052.03
Reg.-sel.-reg.Learner type=tree2026.052.32
Reg.-sel.-reg.Learner type=linear2026.052.45