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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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書目詳細資料
發表在:Proc Natl Acad Sci U S A
Main Authors: Bareinboim, Elias, Pearl, Judea
格式: Artigo
語言:Inglês
出版: National Academy of Sciences 2016
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在線閱讀: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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