A robust DID estimator recovers path-dependent treatment effects with partially missing treatment histories whenever any two of outcome, propensity, and missingness models are correct.
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Identification of dynamic treatment effects when treatment histories are partially observed
A robust DID estimator recovers path-dependent treatment effects with partially missing treatment histories whenever any two of outcome, propensity, and missingness models are correct.