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Forastiere, Laura; Mattei, Alessandra; Ding, Peng – Grantee Submission, 2018
In causal mediation analysis, the definitions of the natural direct and indirect effects involve potential outcomes that can never be observed, so-called a priori counterfactuals. This conceptual challenge translates into issues in identification, which requires strong and often unverifiable assumptions, including sequential ignorability.…
Descriptors: Identification, Attribution Theory, Guidelines, Comparative Analysis