Browsing by Author "Fienberg, SE"

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    • A Bayesian Approach to Graphical Record Linkage and Deduplication 

      Steorts, RC; Hall, R; Fienberg, SE (Journal of the American Statistical Association, 2016-10-01)
      © 2016 American Statistical Association.We propose an unsupervised approach for linking records across arbitrarily many files, while simultaneously detecting duplicate records within files. Our key innovation involves the ...

    • SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication 

      Steorts, RC; Hall, R; Fienberg, SE
      We propose a novel unsupervised approach for linking records across arbitrarily many files, while simultaneously detecting duplicate records within files. Our key innovation is to represent the pattern of links between records ...