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This paper extends the evaluation of direct and indirect treatment effects, i.e., mediation analysis, to the case that outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional independence of the treatment and the mediator, i.e., the...
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-valued treatment in the treated subpopulation. We demonstrate three estimation approaches: outcome regression, inverse probability …, we define the estimators in the framework of partial M-estimation and derive corresponding sandwich estimators of their …
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