Data Quality and Record Linkage Techniques

Released on by Thomas N. Herzog
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  • Data Quality and Record Linkage Techniques Book Detail

  • Author : Thomas N. Herzog
  • Release Date : 2007-05-23
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 225
  • ISBN 13 : 0387695052
  • File Size : 6,6 MB
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Data Quality and Record Linkage Techniques by Thomas N. Herzog PDF Summary

Book Description: This book offers a practical understanding of issues involved in improving data quality through editing, imputation, and record linkage. The first part of the book deals with methods and models, focusing on the Fellegi-Holt edit-imputation model, the Little-Rubin multiple-imputation scheme, and the Fellegi-Sunter record linkage model. The second part presents case studies in which these techniques are applied in a variety of areas, including mortgage guarantee insurance, medical, biomedical, highway safety, and social insurance as well as the construction of list frames and administrative lists. This book offers a mixture of practical advice, mathematical rigor, management insight and philosophy.

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This book offers a practical understanding of issues involved in improving data quality through editing, imputation, and record linkage. The first part of the b

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This book offers a practical understanding of issues involved in improving data quality through editing, imputation, and record linkage. The first part of the b

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