Data Quality and Record Linkage Techniques PDF
by Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler
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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.
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- Format:PDF
- Publisher:Springer New York
- Publication Date:01/01/1900
- Category:
- ISBN:9780387695051
Information
-
Download Now
- Format:PDF
- Publisher:Springer New York
- Publication Date:01/01/1900
- Category:
- ISBN:9780387695051