Assessing natural direct and indirect effects for a continuous exposure and a dichotomous outcome

DOI10.1080/15598608.2016.1203843zbMath1426.62329OpenAlexW2460042664WikidataQ37669821 ScholiaQ37669821MaRDI QIDQ2323192

Bo Zhang, Wei Wang

Publication date: 30 August 2019

Published in: Journal of Statistical Theory and Practice (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5328501

zbMATH Keywords

sensitivity analysiscontinuous exposurepotential outcomes frameworknatural indirect effectmediation formulanatural direct effect

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Analysis of variance and covariance (ANOVA) (62J10)

Uses Software

• bootstrap

Cites Work

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• Identification, inference and sensitivity analysis for causal mediation effects
• Mediation Analysis with Multiple Mediators
• Generalized Causal Mediation Analysis
• Estimation of Controlled Direct Effects

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