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Imputation approaches for potential outcomes in causal inference

Background: The fundamental problem of causal inference is one of missing data, and specifically of missing potential outcomes: if potential outcomes were fully observed, then causal inference could be made trivially. Though often not discussed explicitly in the epidemiological literature, the conne...

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Dades bibliogràfiques
Publicat a:Int J Epidemiol
Autors principals: Westreich, Daniel, Edwards, Jessie K, Cole, Stephen R, Platt, Robert W, Mumford, Sunni L, Schisterman, Enrique F
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4707196/
https://ncbi.nlm.nih.gov/pubmed/26210611
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/ije/dyv135
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