Identification and Estimation of Causal Mechanisms in Clustered Encouragement Designs: Disentangling Bed Nets Using Bayesian Principal Stratification

A Unification of Mediation and Interaction

(2014) Tyler J. VanderWeele   EPIDEMIOLOGY

Mediation and Spillover Effects in Group-Randomized Trials: A Case Study of the 4Rs Educational Intervention

(2013) Tyler J. Vanderweele et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Components of the Indirect Effect in Vaccine Trials

(2012) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

A Refreshing Account of Principal Stratification

(2012) Fabrizia Mealli et al.  

Assessing the impact of scaling-up bednet coverage through agricultural loan programmes: evidence from a cluster randomised controlled trial in Katete, Zambia

(2012) Günther Fink et al.   TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE

Principal Stratification -- a Goal or a Tool?

(2011) Judea Pearl  

Augmented designs to assess principal strata direct effects

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

Bayesian inference for causal mediation effects using principal stratification with dichotomous mediators and outcomes

(2010) M. R. Elliott et al.   BIOSTATISTICS

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

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 analysis with principal stratification

(2009) Robert Gallop et al.   STATISTICS IN MEDICINE

Toward Causal Inference With Interference

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

Simple relations between principal stratification and direct and indirect effects

(2008) Tyler J. VanderWeele   STATISTICS & PROBABILITY LETTERS

Intention-to-treat analysis in cluster randomized trials with noncompliance

(2008) Booil Jo et al.   STATISTICS IN MEDICINE

Mediation analysisvia potential outcomes models

(2007) Jeffrey M. Albert   STATISTICS IN MEDICINE