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Conditions for consistent estimation of Δ for each of four common estimators
| A Estimator | Sufficient Condition for Consistency |
|---|---|
| Simple | No confounding |
| Regression | Correct response model |
| IPW | Correct propensity model |
| Doubly Robust | Correct response model or correct propensity model |
