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Partial Identification of Causal Effects on Synthetic Binary-outcome ground-truth bounds known

100ValidityIV-ICL
-4235077May 13, 2026

Evaluation results

MethodLinks
IV-ICLTime/1k (s)=0.18 ± 0.012026.051000.609
Whitehouse et al.Time/1k (s)=2.15 ± 0.352026.051000.641
Levis et al.Time/1k (s)=2.30 ± 0.352026.05900.575
Bayes-BPTime/1k (s)=6.35 ± 0.322026.05700.588
Plug-inTime/1k (s)=1.18 ± 0.262026.05500.53
BayesTime/1k (s)=8.82 ± 0.352026.0500.169