Causal mediation analysis with multiple mediators

Effect Decomposition in the Presence of an Exposure-Induced Mediator-Outcome Confounder

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Targeted Maximum Likelihood Estimation of Natural Direct Effects

(2014) Wenjing Zheng et al.  

A Three-way Decomposition of a Total Effect into Direct, Indirect, and Interactive Effects

(2013) Tyler J. VanderWeele   EPIDEMIOLOGY

Conceptual issues concerning mediation, interventions and composition

(2013) Tyler J. Vanderweele et al.   Statistics and Its Interface

Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis

(2012) Eric J. Tchetgen Tchetgen et al.   ANNALS OF STATISTICS

Natural Direct and Indirect Effects on the Exposed: Effect Decomposition under Weaker Assumptions

(2012) Stijn Vansteelandt et al.   BIOMETRICS

Bayesian Inference for the Causal Effect of Mediation

(2012) Michael J. Daniels et al.   BIOMETRICS

The parametric g-formula to estimate the effect of highly active antiretroviral therapy on incident AIDS or death

(2012) Daniel Westreich et al.   STATISTICS IN MEDICINE

Generalized Causal Mediation Analysis

(2011) Jeffrey M. Albert et al.   BIOMETRICS

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

(2010) T. J. VanderWeele et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A review of causal estimation of effects in mediation analyses

(2010) Thomas R Ten Have et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE

The Consistency Statement in Causal Inference

(2008) Stephen R. Cole et al.   EPIDEMIOLOGY

Marginal Structural Models for the Estimation of Direct and Indirect Effects

(2008) Tyler J. VanderWeele   EPIDEMIOLOGY