Estimation of a semiparametric natural direct effect model incorporating baseline covariates

DOI10.1093/biomet/asu044zbMath1306.62091OpenAlexW2095063790WikidataQ35409662 ScholiaQ35409662MaRDI QIDQ2934765

Eric J. Tchetgen Tchetgen, Ilya Shpitser

Publication date: 22 December 2014

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4396536

zbMATH Keywords

mediationmultiple robustnesslocal efficiencynatural indirect effectnatural direct effect

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Nonparametric estimation (62G05) Measures of association (correlation, canonical correlation, etc.) (62H20)

Related Items (6)

Semiparametric Causal Mediation Analysis with Unmeasured Mediator-Outcome Confounding ⋮ Causal mediation analysis: from simple to more robust strategies for estimation of marginal natural (in)direct effects ⋮ Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis ⋮ Robust inference for mediated effects in partially linear models ⋮ Robust and flexible estimation of stochastic mediation effects: a proposed method and example in a randomized trial setting ⋮ Structural nested models and G-estimation: the partially realized promise

Uses Software

• medflex

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