Generalized causal mediation and path analysis: Extensions and practical considerations

Causal inference with a graphical hierarchy of interventions

(2016) Ilya Shpitser et al.   ANNALS OF STATISTICS

Mediation analysis with time varying exposures and mediators

(2016) Tyler J. VanderWeele et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Practical Guidance for Conducting Mediation Analysis With Multiple Mediators Using Inverse Odds Ratio Weighting

(2015) Quynh C. Nguyen et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Causal mediation analysis with a latent mediator

(2015) Jeffrey M. Albert et al.   BIOMETRICAL JOURNAL

Causal mediation analysis with multiple causally non-ordered mediators

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

mediation:RPackage for Causal Mediation Analysis

(2015) Dustin Tingley et al.   Journal of Statistical Software

Causal mediation analysis with multiple mediators

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

Sensitivity analyses for parametric causal mediation effect estimation

(2014) J. M. Albert et al.   BIOSTATISTICS

Causal Effects in Mediation Modeling: An Introduction With Applications to Latent Variables

(2014) Bengt Muthén et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

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

Inverse odds ratio-weighted estimation for causal mediation analysis

(2013) Eric J. Tchetgen Tchetgen   STATISTICS IN MEDICINE

A Simple Unified Approach for Estimating Natural Direct and Indirect Effects

(2012) Theis Lange et al.   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

Distribution-Free Mediation Analysis for Nonlinear Models with Confounding

(2012) Jeffrey M. Albert   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

Generalized Causal Mediation Analysis

(2011) Jeffrey M. Albert et al.   BIOMETRICS

Dental Caries and Enamel Defects in Very Low Birth Weight Adolescents

(2010) S. Nelson et al.   CARIES RESEARCH

To GEE or Not to GEE

(2010) Alan E. Hubbard et al.   EPIDEMIOLOGY

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

(2010) Kosuke Imai et al.   STATISTICAL SCIENCE

Direct Effect Models

(2008) Mark J. van der Laan et al.