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GWSM and Record Linkage

  • Pierre Lavallée
Part of the Springer Series in Statistics book series (SSS)

Abstract

Data from different sources are increasingly being combined to augment the amount of information that we have. Often, the databases are combined using record linkage. When the files involved have a unique identifier that can be used, the linkage is done directly using the identifier as a matching key. When there is no unique identifier, a probabilistic linkage is used. In that case, a record on the first file is linked to a record from the second file with a certain probability. Then, a decision is made on whether this link is a true link or not. Note that this process usually requires a certain amount of manual resolution.

Keywords

Decision Rule Record Linkage Monte Carlo Study Linkage Weight Bernoulli Trial 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media, LLC 2007

Authors and Affiliations

  • Pierre Lavallée
    • 1
  1. 1.Statistics CanadaOttawaCanada

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