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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Ann Stat
Hauptverfasser: Shpitser, Ilya, Tchetgen, Eric Tchetgen
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
Schlagworte:
Online Zugang: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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