Instrumental Variable Estimation on STAR math scores (Small vs Regular, Weak Instrument)
100ValidityIV-ICL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IV-ICLInstrument strength=Weak (ρ(Z, T) ≈ 0.29)2026.05 | 100 | 0.265 | 0.17 | |
| Plug-inInstrument strength=Weak (ρ(Z, T) ≈ 0.29)2026.05 | 100 | 0.659 | 7.99 | |
| Whitehouse et al.Instrument strength=Weak (ρ(Z, T) ≈ 0.29)2026.05 | 100 | 0.822 | 16.5 | |
| Levis et al.Instrument strength=Weak (ρ(Z, T) ≈ 0.29)2026.05 | 100 | 0.686 | 17.6 | |
| Bayes-BPInstrument strength=Weak (ρ(Z, T) ≈ 0.29)2026.05 | 100 | 0.715 | 55.81 | |
| BayesInstrument strength=Weak (ρ(Z, T) ≈ 0.29)2026.05 | 60 | 0.078 | 84.06 |