Nguyen, Trang Quynh; Schmid, Ian; Ogburn, Elizabeth L.; … - In: Journal of Causal Inference 10 (2022) 1, pp. 246-279
Abstract Causal mediation analysis is complicated with multiple effect definitions that require different sets of assumptions for identification. This article provides a systematic explanation of such assumptions. We define five potential outcome types whose means are involved in various effect...