Defining causal mediation with a longitudinal mediator and a survival outcome
From MaRDI portal
Publication:2305779
DOI10.1007/s10985-018-9449-0zbMath1436.62018OpenAlexW2891973121WikidataQ91460606 ScholiaQ91460606MaRDI QIDQ2305779
Publication date: 16 March 2020
Published in: Lifetime Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10985-018-9449-0
Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Foundations and philosophical topics in statistics (62A01) General considerations in statistical decision theory (62C05) Probabilistic graphical models (62H22)
Related Items (16)
Separable Effects for Causal Inference in the Presence of Competing Events ⋮ Time to intervene: a continuous-time approach to network analysis and centrality ⋮ A causal mediation model for longitudinal mediators and survival outcomes with an application to animal behavior ⋮ Quantifying direct and indirect effect for longitudinal mediator and survival outcome using joint modeling approach ⋮ Defining And Estimating Principal Stratum Specific Natural Mediation Effects With Semi-competing Risks Data ⋮ Discussion on “Causal mediation of semicompeting risks” by Yen‐Tsung Huang ⋮ Discussion on “Causal mediation of semicompeting risks” by Yen‐Tsung Huang ⋮ Discussion on “Causal mediation of semicompeting risks” by Yen‐Tsung Huang ⋮ Estimation of separable direct and indirect effects in continuous time ⋮ Conditional Separable Effects ⋮ Bayesian tree-based heterogeneous mediation analysis with a time-to-event outcome ⋮ Causal inference with recurrent and competing events ⋮ Estimation of separable direct and indirect effects in a continuous-time illness-death model ⋮ Causal mediation analysis for sparse and irregular longitudinal data ⋮ Special issue dedicated to Odd O. Aalen ⋮ Causal Mediation for Survival Data: A Unifying Approach via GLM
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Does Cox analysis of a randomized survival study yield a causal treatment effect?
- Causal inference with a graphical hierarchy of interventions
- Extended conditional independence and applications in causal inference
- Dynamic path analysis -- a new approach to analyzing time-dependent covariates
- Survival and event history analysis. A process point of view
- Identifying the consequences of dynamic treatment strategies: a decision-theoretic overview
- Time‐dependent mediators in survival analysis: Modeling direct and indirect effects with the additive hazards model
- Causal mediation analysis with multiple mediators
- Causal Inference Without Counterfactuals
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
- Influence Diagrams for Causal Modelling and Inference
- Dynamic Analysis of Recurrent Event Data Using the Additive Hazard Model
- Identifying Direct and Indirect Effects in a Non-Counterfactual Framework
This page was built for publication: Defining causal mediation with a longitudinal mediator and a survival outcome