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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.

  • ISBN13: 9780387695020
  • Publisher: Springer
  • Pubilcation Year: 2007
  • Format: Paperback
  • Pages: 00234
Specifications
FormatPaperback
Publication DateMay 1, 2007
Pages234
Primary CategoryComputers/Computer Science

Data Quality and Record Linkage Techniques

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