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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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Bibliografske podrobnosti
izdano v:Int J Epidemiol
Main Authors: Westreich, Daniel, Edwards, Jessie K, Cole, Stephen R, Platt, Robert W, Mumford, Sunni L, Schisterman, Enrique F
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2015
Teme:
Online dostop: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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