Data & IT
Pocket
Data Quality and Record Linkage Techniques
Thomas N Herzog • Fritz J Scheuren • William E Winkler
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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 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.
- Format: Pocket/Paperback
- ISBN: 9780387695020
- Språk: Engelska
- Antal sidor: 234
- Utgivningsdatum: 2007-05-01
- Förlag: Springer-Verlag New York Inc.