Defining causal meditation with a longitudinal mediator and a survival outcome

Causal Mediation Analysis of Survival Outcome with Multiple Mediators

(2017) Yen-Tsung Huang et al.   EPIDEMIOLOGY

Mediation Analysis for Censored Survival Data Under an Accelerated Failure Time Model

(2017) Isabel R. Fulcher et al.   EPIDEMIOLOGY

Interventional Effects for Mediation Analysis with Multiple Mediators

(2017) Stijn Vansteelandt et al.   EPIDEMIOLOGY

Mediation analysis for a survival outcome with time-varying exposures, mediators, and confounders

(2017) Sheng-Hsuan Lin et al.   STATISTICS IN MEDICINE

Causal inference with a graphical hierarchy of interventions

(2016) Ilya Shpitser et al.   ANNALS OF STATISTICS

Defining and estimating causal direct and indirect effects when setting the mediator to specific values is not feasible

(2016) Judith J. Lok   STATISTICS IN MEDICINE

Does Cox analysis of a randomized survival study yield a causal treatment effect?

(2015) Odd O. Aalen et al.   LIFETIME DATA ANALYSIS

Dynamic path analysis - a useful tool to investigate mediation processes in clinical survival trials

(2015) Susanne Strohmaier et al.   STATISTICS IN MEDICINE

Statistical Causality from a Decision-Theoretic Perspective

(2015) A. Philip Dawid   Annual Review of Statistics and Its Application

Causal mediation analysis with multiple mediators

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

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

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Causal Mediation Analysis With Survival Data

(2011) Tyler J. VanderWeele   EPIDEMIOLOGY

Direct and Indirect Effects in a Survival Context

(2011) Theis Lange et al.   EPIDEMIOLOGY

Analyzing direct and indirect effects of treatment using dynamic path analysis applied to data from the Swiss HIV Cohort Study

(2011) Kjetil Røysland et al.   STATISTICS IN MEDICINE

The Hazards of Hazard Ratios

(2009) Miguel A. Hernán   EPIDEMIOLOGY

Observational Studies Analyzed Like Randomized Experiments

(2008) Miguel A. Hernán et al.   EPIDEMIOLOGY