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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Ann Stat
Päätekijät: Shpitser, Ilya, Tchetgen, Eric Tchetgen
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2016
Aiheet:
Linkit: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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