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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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Dettagli Bibliografici
Pubblicato in:Ann Stat
Autori principali: Shpitser, Ilya, Tchetgen, Eric Tchetgen
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2016
Soggetti:
Accesso online: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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