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Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis

Whilst estimation of the marginal (total) causal effect of a point exposure on an outcome is arguably the most common objective of experimental and observational studies in the health and social sciences, in recent years, investigators have also become increasingly interested in mediation analysis....

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Bibliografske podrobnosti
izdano v:Ann Stat
Main Authors: Tchetgen, Eric J. Tchetgen, Shpitser, Ilya
Format: Artigo
Jezik:Inglês
Izdano: 2012
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4710381/
https://ncbi.nlm.nih.gov/pubmed/26770002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-AOS990
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