Data Quality and Record Linkage Techniques

Data Quality and Record Linkage Techniques
Author :
Publisher : Springer Science & Business Media
Total Pages : 225
Release :
ISBN-10 : 9780387695051
ISBN-13 : 0387695052
Rating : 4/5 (51 Downloads)

Book Synopsis Data Quality and Record Linkage Techniques by : Thomas N. Herzog

Download or read book Data Quality and Record Linkage Techniques written by Thomas N. Herzog and published by Springer Science & Business Media. This book was released on 2007-05-23 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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