Imputation Strategies for the Estimation of Natural Direct and Indirect Effects

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Estimation of a Semiparametric Natural Direct Effect Model Incorporating Baseline Covariates (2014, unknown): “…involving components of X. Mediation analysis has been extended to survival data (Tchetgen Tchetgen, 2011; Lange & Hansen, 2012), and alternative doubly robust methods have been proposed recently (Tchetgen Tchetgen, 2013; Vansteelandt et al., 2012; Zheng & van der Laan, 2012; Lange et al., 2012).”
Interpretation and identification of causal mediation. (2014, unknown): “Assumption Set B is the stronger of the two and represents assumptions commonly invoked in the mediation literature (Coffman & Zhong, 2012; Imai, Jo, & Stuart, 2011; Imai, Keele, & Yamamoto, 2010; Shpitser & VanderWeele, 2011; VanderWeele & Vansteelandt, 2009; Vansteelandt et al., 2012; Vansteelandt”
Mediation Analysis with Multiple Mediators (2014, background): “Tchetgen Tchetgen and Shpitser (2012), Zheng and van der Laan (2012) and Vansteelandt et al. (2012) develop semi-parametric approaches that can also potentially be used for multiple mediators.”