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Causal inference and the data-fusion problem

We review concepts, principles, and tools that unify current approaches to causal analysis and attend to new challenges presented by big data. In particular, we address the problem of data fusion—piecing together multiple datasets collected under heterogeneous conditions (i.e., different populations...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Bareinboim, Elias, Pearl, Judea
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4941504/
https://ncbi.nlm.nih.gov/pubmed/27382148
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1510507113
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