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Causal Effect Estimation on STAR math scores (Regular+Aide vs. Regular, Weak Instrument ρ ≈ 0.28)

1ValidityIV-ICL
0.950.97511.025May 13, 2026

Evaluation results

MethodLinks
IV-ICLTime/1k (s)=0.15 ± 0.012026.0510.193
Plug-inTime/1k (s)=6.14 ± 1.452026.0510.651
Whitehouse et al.Time/1k (s)=8.32 ± 1.182026.0510.786
Levis et al.Time/1k (s)=7.87 ± 0.742026.0510.677
Bayes-BPTime/1k (s)=64.60 ± 4.232026.0510.713
BayesTime/1k (s)=132.61 ± 22.892026.0510.068