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

Conceptual issues concerning mediation, interventions and composition

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

Compound Treatments and Transportability of Causal Inference

(2011) Miguel A. Hernán et al.   EPIDEMIOLOGY

Causal inference for continuous-time processes when covariates are observed only at discrete times

(2010) Mingyuan Zhang et al.   ANNALS OF STATISTICS

Estimating Direct Effects in Cohort and Case–Control Studies

(2010) Stijn Vansteelandt   EPIDEMIOLOGY

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE

Mediation and mechanism

(2009) Tyler J. VanderWeele   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Analysing direct effects in randomized trials with secondary interventions: an application to human immunodeficiency virus prevention trials

(2009) Michael Rosenblum et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Discussions

(2008) Stijn Vansteelandt   BIOMETRICS

Marginal structural models for partial exposure regimes

(2008) S. Vansteelandt et al.   BIOSTATISTICS

Marginal Structural Models for the Estimation of Direct and Indirect Effects

(2008) Tyler J. VanderWeele   EPIDEMIOLOGY

Direct Effect Models

(2008) Mark J. van der Laan et al.  

A comparison of four prenatal care indices in birth outcome models: Comparable results for predicting small-for-gestational-age outcome but different results for preterm birth or infant mortality

(2008) Tyler J. VanderWeele et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY