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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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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Main Authors: Bareinboim, Elias, Pearl, Judea
Formato: Artigo
Idioma:Inglês
Publicado: National Academy of Sciences 2016
Assuntos:
Acceso en liña: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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