Data Quality and Record Linkage Techniques
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Data Quality and Record Linkage Techniques

SKU: 9780387695051

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Additional information

Full Title

Data Quality and Record Linkage Techniques
Author(s)

Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler
Edition
ISBN

9780387695051, 9780387695020
Publisher

Springer
Format

PDF and EPUB

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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