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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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Vydáno v:Ann Stat
Hlavní autoři: Tchetgen, Eric J. Tchetgen, Shpitser, Ilya
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup: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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