Data Quality and Record Linkage Techniques
| Autor: | Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler |
|---|---|
| EAN: | 9780387695051 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 23.05.2007 |
| Kategorie: | |
| Schlagworte: | coding database dataquality editing imputation missing data recordlinkage |
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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.
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