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CAUSAL INFERENCE WITH A GRAPHICAL HIERARCHY OF INTERVENTIONS

Identifying causal parameters from observational data is fraught with subtleties due to the issues of selection bias and confounding. In addition, more complex questions of interest, such as effects of treatment on the treated and mediated effects may not always be identified even in data where trea...

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Bibliografske podrobnosti
izdano v:Ann Stat
Main Authors: Shpitser, Ilya, Tchetgen, Eric Tchetgen
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5597261/
https://ncbi.nlm.nih.gov/pubmed/28919652
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-AOS1411
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