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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Proc Natl Acad Sci U S A
Prif Awduron: Bareinboim, Elias, Pearl, Judea
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: National Academy of Sciences 2016
Pynciau:
Mynediad Ar-lein: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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