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.Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler. Fellegi ... edit and imputation system for ratio edits, a SRD report RR-84/18, US Bureau of the Census, Washington, DC (also at http://www.census.gov/srd/papers/pdf/rr84-18. pdf), 1984.
|Title||:||Data Quality and Record Linkage Techniques|
|Author||:||Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler|
|Publisher||:||Springer Science & Business Media - 2007-05-23|