Mediation Analysis With Intermediate Confounding: Structural Equation Modeling Viewed Through the Causal Inference Lens

Identification of Natural Direct Effects When a Confounder of the Mediator Is Directly Affected by Exposure

(2014) Eric J. Tchetgen Tchetgen et al.   EPIDEMIOLOGY

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.  

Frequency and Patterns of Eating Disorder Symptoms in Early Adolescence

(2013) Nadia Micali et al.   JOURNAL OF ADOLESCENT HEALTH

Conceptual issues concerning mediation, interventions and composition

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

Invited Commentary: Structural Equation Models and Epidemiologic Analysis

(2012) T. J. VanderWeele   AMERICAN JOURNAL OF EPIDEMIOLOGY

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

Cohort Profile: The ‘Children of the 90s’—the index offspring of the Avon Longitudinal Study of Parents and Children

(2012) Andy Boyd et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Beyond exchangeability: The other conditions for causal inference in medical research

(2012) Miguel A Hernán   STATISTICAL METHODS IN MEDICAL RESEARCH

Estimation of direct effects for survival data by using the Aalen additive hazards model

(2011) Torben Martinussen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

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

Estimation of controlled direct effects on a dichotomous outcome using logistic structural direct effect models

(2010) S. Vansteelandt   BIOMETRIKA

Concerning the Consistency Assumption in Causal Inference

(2010) Tyler J. VanderWeele   EPIDEMIOLOGY

Estimating Direct Effects in Cohort and Case–Control Studies

(2010) Stijn Vansteelandt   EPIDEMIOLOGY

On the Consistency Rule in Causal Inference

(2010) Judea Pearl   EPIDEMIOLOGY

Alternative Assumptions for the Identification of Direct and Indirect Effects

(2010) Danella M. Hafeman et al.   EPIDEMIOLOGY

Quantifying and Testing Indirect Effects in Simple Mediation Models When the Constituent Paths Are Nonlinear

(2010) Andrew F. Hayes et al.   MULTIVARIATE BEHAVIORAL RESEARCH

On causal inference in the presence of interference

(2010) Eric J Tchetgen Tchetgen et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

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

Mediation and mechanism

(2009) Tyler J. VanderWeele   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Mediation and moderation of treatment effects in randomised controlled trials of complex interventions

(2009) Richard Emsley et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Related Causal Frameworks for Surrogate Outcomes

(2008) Marshall M. Joffe et al.   BIOMETRICS

Distortion of effects caused by indirect confounding

(2008) N. Wermuth et al.   BIOMETRIKA

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

Does obesity shorten life? The importance of well-defined interventions to answer causal questions

(2008) M A Hernán et al.   INTERNATIONAL JOURNAL OF OBESITY

Toward Causal Inference With Interference

(2008) Michael G Hudgens et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimation of controlled direct effects

(2008) Sylvie Goetgeluk et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY