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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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Dades bibliogràfiques
Publicat a:Ann Stat
Autors principals: Shpitser, Ilya, Tchetgen, Eric Tchetgen
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia: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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