Causal mediation analysis with multiple mediators
From MaRDI portal
Publication:3465712
DOI10.1111/biom.12248zbMath1419.62331OpenAlexW1937592784WikidataQ35372717 ScholiaQ35372717MaRDI QIDQ3465712
Rhian M. Daniel, Bianca L. de Stavola, Stijn Vansteelandt, Simon N. Cousens
Publication date: 22 January 2016
Published in: Biometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/biom.12248
Related Items (17)
Social network mediation analysis: a latent space approach ⋮ Exact parametric causal mediation analysis for a binary outcome with a binary mediator ⋮ Heterogeneous indirect effects for multiple mediators using interventional effect models ⋮ High-dimensional causal mediation analysis based on partial linear structural equation models ⋮ Nonlinear mediation analysis with high‐dimensional mediators whose causal structure is unknown ⋮ Posttreatment Confounding in Causal Mediation Studies: A Cutting-Edge Problem and a Novel Solution via Sensitivity Analysis ⋮ Sharp Nonparametric Bounds for Decomposition Effects with Two Binary Mediators ⋮ Identification, Semiparametric Efficiency, and Quadruply Robust Estimation in Mediation Analysis with Treatment-Induced Confounding ⋮ Multilevel mediation analysis with structured unmeasured mediator-outcome confounding ⋮ Bayesian tree-based heterogeneous mediation analysis with a time-to-event outcome ⋮ Bayesian causal mediation analysis with multiple ordered mediators ⋮ Hypothesis test of mediation effect in causal mediation model with high‐dimensional continuous mediators ⋮ Sparse principal component based high-dimensional mediation analysis ⋮ Bayesian methods for multiple mediators: relating principal stratification and causal mediation in the analysis of power plant emission controls ⋮ Identification and sensitivity analysis for average causal mediation effects with time-varying treatments and mediators: investigating the underlying mechanisms of kindergarten retention policy ⋮ Defining causal mediation with a longitudinal mediator and a survival outcome ⋮ Causal Mediation for Survival Data: A Unifying Approach via GLM
Uses Software
Cites Work
- Conceptual issues concerning mediation, interventions and composition
- Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis
- Identification, inference and sensitivity analysis for causal mediation effects
- Bayesian inference for causal effects: The role of randomization
- On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed
- Imputation Strategies for the Estimation of Natural Direct and Indirect Effects
- Mediation Analysis with Multiple Mediators
- Generalized Causal Mediation Analysis
- Principal stratification with predictors of compliance for randomized trials with 2 active treatments
- Inference and missing data
- Estimating Exposure Effects by Modelling the Expectation of Exposure Conditional on Confounders
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
- Natural Direct and Indirect Effects on the Exposed: Effect Decomposition under Weaker Assumptions
- Bayesian Inference for the Causal Effect of Mediation
This page was built for publication: Causal mediation analysis with multiple mediators