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Found 2 papers, 1 papers with code
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions
Our approach is interpretable, allowing a practitioner to visualize which subgroups in the population lead to falsification of an observational study.
Falsification before Extrapolation in Causal Effect Estimation
Under the assumption that at least one observational estimator is asymptotically normal and consistent for both the validation and extrapolated effects, we provide guarantees on the coverage probability of the intervals output by our algorithm.
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