Integrated multiple mediation analysis: A robustness‐specificity trade‐off in causal structure

Insights into the Cross-world Independence Assumption of Causal Mediation Analysis

(2021) Ryan M. Andrews et al.   EPIDEMIOLOGY

On identification of agonistic interaction: Hepatitis B and C interaction on hepatocellular carcinoma

(2019) Sheng-Hsuan Lin et al.   STATISTICS IN MEDICINE

Marginal Time-Dependent Causal Effects in Mediation Analysis With Survival Data

(2019) Francesca Fasanelli et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Mediational E-values

(2019) Louisa H. Smith et al.   EPIDEMIOLOGY

Stochastic approach for mechanistic interaction under longitudinal studies with noninformative right censoring

(2019) Jui‐Hsiang Lin et al.   STATISTICS IN MEDICINE

Understanding interventional effects

(2018) Margarita Moreno-Betancur et al.   EPIDEMIOLOGY

Causal Mediation Analysis of Survival Outcome with Multiple Mediators

(2017) Yen-Tsung Huang et al.   EPIDEMIOLOGY

Interventional Effects for Mediation Analysis with Multiple Mediators

(2017) Stijn Vansteelandt et al.   EPIDEMIOLOGY

Sharp sensitivity bounds for mediation under unmeasured mediator-outcome confounding

(2016) Peng Ding et al.   BIOMETRIKA

Sufficient Cause Representation of the Four-way Decomposition for Mediation and Interaction

(2016) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Mediation analysis for survival data using semiparametric probit models

(2015) Yen-Tsung Huang et al.   BIOMETRICS

Causal mediation analysis with multiple causally non-ordered mediators

(2015) Masataka Taguri et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Causal mediation analysis with multiple mediators

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

A Unification of Mediation and Interaction

(2014) Tyler J. VanderWeele   EPIDEMIOLOGY

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

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Estimation of causal mediation effects for a dichotomous outcome in multiple-mediator models using the mediation formula

(2013) Wei Wang et al.   STATISTICS IN MEDICINE

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

Confounding of Indirect Effects: A Sensitivity Analysis Exploring the Range of Bias Due to a Cause Common to Both the Mediator and the Outcome

(2011) Danella M. Hafeman   AMERICAN JOURNAL OF EPIDEMIOLOGY

Generalized Causal Mediation Analysis

(2011) Jeffrey M. Albert et al.   BIOMETRICS

Causal Interactions in the Proportional Hazards Model

(2011) Tyler J. VanderWeele   EPIDEMIOLOGY

Direct and Indirect Effects in a Survival Context

(2011) Theis Lange et al.   EPIDEMIOLOGY

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

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

Bias Formulas for Sensitivity Analysis for Direct and Indirect Effects

(2010) Tyler J. VanderWeele   EPIDEMIOLOGY

Alternative Assumptions for the Identification of Direct and Indirect Effects

(2010) Danella M. Hafeman et al.   EPIDEMIOLOGY

Bias Formulas for Sensitivity Analysis of Unmeasured Confounding for General Outcomes, Treatments, and Confounders

(2010) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Hepatitis B virus DNA levels and outcomes in chronic hepatitis B

(2010) Chien-Jen Chen et al.   HEPATOLOGY

An Introduction to Causal Inference

(2010) Judea Pearl  

Controlled Direct and Mediated Effects: Definition, Identification and Bounds

(2010) TYLER J. VANDERWEELE   SCANDINAVIAN JOURNAL OF STATISTICS

Bias Formulas for External Adjustment and Sensitivity Analysis of Unmeasured Confounders

(2008) Onyebuchi A. Arah et al.   ANNALS OF EPIDEMIOLOGY