G-computation demonstration in causal mediation analysis

Does Food Vendor Density Mediate the Association Between Neighborhood Deprivation and BMI?

(2015) Y. Tara Zhang et al.   EPIDEMIOLOGY

The Explanatory Role of Stroke as a Mediator of the Mortality Risk Difference Between Older Adults Who Initiate First- Versus Second-Generation Antipsychotic Drugs

(2014) John W. Jackson et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Stochastic Mediation Contrasts in Epidemiologic Research: Interpregnancy Interval and the Educational Disparity in Preterm Delivery

(2014) Ashley I. Naimi et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Invited Commentary: Agent-Based Models for Causal Inference--Reweighting Data and Theory in Epidemiology

(2014) M. A. Hernan   AMERICAN JOURNAL OF EPIDEMIOLOGY

Causal mediation analysis with multiple mediators

(2014) R. M. Daniel et al.   BIOMETRICS

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

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

A Unification of Mediation and Interaction

(2014) Tyler J. VanderWeele   EPIDEMIOLOGY

The Parametric g-Formula for Time-to-event Data

(2014) Alexander P. Keil et al.   EPIDEMIOLOGY

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

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Mediation misgivings: ambiguous clinical and public health interpretations of natural direct and indirect effects

(2014) A. I. Naimi et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Incidence of Adult-onset Asthma After Hypothetical Interventions on Body Mass Index and Physical Activity: An Application of the Parametric G-Formula

(2013) Judith Garcia-Aymerich et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Analysis of Occupational Asbestos Exposure and Lung Cancer Mortality Using the G Formula

(2013) Stephen R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

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

(2013) Tyler J. VanderWeele   EPIDEMIOLOGY

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

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

Distribution-Free Mediation Analysis for Nonlinear Models with Confounding

(2012) Jeffrey M. Albert   EPIDEMIOLOGY

Hypothetical Midlife Interventions in Women and Risk of Type 2 Diabetes

(2012) Goodarz Danaei et al.   EPIDEMIOLOGY

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

Methods for dealing with time-dependent confounding

(2012) R.M. Daniel et al.   STATISTICS IN MEDICINE

Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique

(2011) Jonathan M. Snowden et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Bias Formulas for Sensitivity Analysis for Direct and Indirect Effects

(2010) Tyler J. VanderWeele   EPIDEMIOLOGY

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE

Estimating the Effects of Potential Public Health Interventions on Population Disease Burden: A Step-by-Step Illustration of Causal Inference Methods

(2009) J. Ahern et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Intervening on risk factors for coronary heart disease: an application of the parametric g-formula

(2009) Sarah L Taubman et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

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.